Thermal Comfort Profiling Report

Dataset statistics

Number of variables	70
Number of observations	107583
Missing cells	3980886
Missing cells (%)	52.9%
Duplicate rows	6156
Duplicate rows (%)	5.7%
Total size in memory	167.7 MiB
Average record size in memory	1.6 KiB

Variable types

NUM	45
CAT	16
BOOL	7
UNSUPPORTED	2

Warnings

Dataset has 6156 (5.7%) duplicate rows	Duplicates
`Publication (Citation)` has a high cardinality: 66 distinct values	High cardinality
`Data contributor` has a high cardinality: 56 distinct values	High cardinality
`City` has a high cardinality: 98 distinct values	High cardinality
`SET` is highly correlated with `PMV`	High correlation
`PMV` is highly correlated with `SET`	High correlation
`Air temperature (¡F)` is highly correlated with `Air temperature (¡C)` and 15 other fields	High correlation
`Air temperature (¡C)` is highly correlated with `Air temperature (¡F)` and 15 other fields	High correlation
`Ta_h (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Ta_h (¡F)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Ta_m (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Ta_l (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Ta_l (¡F)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Operative temperature (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Operative temperature (¡F)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Radiant temperature (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Radiant temperature (¡F)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Globe temperature (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Globe temperature (¡F)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Tg_h (¡C)` is highly correlated with `Air temperature (¡C)` and 15 other fields	High correlation
`Tg_h (¡F)` is highly correlated with `Air temperature (¡C)` and 15 other fields	High correlation
`Tg_m (¡C)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Tg_m (¡F)` is highly correlated with `Air temperature (¡C)` and 17 other fields	High correlation
`Tg_l (¡C)` is highly correlated with `Ta_h (¡C)` and 13 other fields	High correlation
`Tg_l (¡F)` is highly correlated with `Ta_h (¡C)` and 13 other fields	High correlation
`Air velocity (fpm)` is highly correlated with `Air velocity (m/s)` and 2 other fields	High correlation
`Air velocity (m/s)` is highly correlated with `Air velocity (fpm)` and 2 other fields	High correlation
`Velocity_h (m/s)` is highly correlated with `Air velocity (m/s)` and 2 other fields	High correlation
`Velocity_h (fpm)` is highly correlated with `Air velocity (m/s)` and 2 other fields	High correlation
`Velocity_m (fpm)` is highly correlated with `Velocity_m (m/s)`	High correlation
`Velocity_m (m/s)` is highly correlated with `Velocity_m (fpm)`	High correlation
`Velocity_l (fpm)` is highly correlated with `Velocity_l (m/s)`	High correlation
`Velocity_l (m/s)` is highly correlated with `Velocity_l (fpm)`	High correlation
`Outdoor monthly air temperature (¡F)` is highly correlated with `Outdoor monthly air temperature (¡C)`	High correlation
`Outdoor monthly air temperature (¡C)` is highly correlated with `Outdoor monthly air temperature (¡F)`	High correlation
`Data contributor` is highly correlated with `Publication (Citation)` and 3 other fields	High correlation
`Publication (Citation)` is highly correlated with `Data contributor` and 3 other fields	High correlation
`Climate` is highly correlated with `Koppen climate classification` and 1 other fields	High correlation
`Koppen climate classification` is highly correlated with `Climate` and 1 other fields	High correlation
`City` is highly correlated with `Data contributor` and 4 other fields	High correlation
`Country` is highly correlated with `Publication (Citation)` and 2 other fields	High correlation
`Building type` is highly correlated with `Publication (Citation)`	High correlation
`Database` is highly correlated with `Publication (Citation)` and 2 other fields	High correlation
`Publication (Citation)` has 1655 (1.5%) missing values	Missing
`Building type` has 4199 (3.9%) missing values	Missing
`Cooling startegy_building level` has 1227 (1.1%) missing values	Missing
`Cooling startegy_operation mode for MM buildings` has 81064 (75.4%) missing values	Missing
`Heating strategy_building level` has 69818 (64.9%) missing values	Missing
`Age` has 64004 (59.5%) missing values	Missing
`Sex` has 40548 (37.7%) missing values	Missing
`Thermal sensation` has 3129 (2.9%) missing values	Missing
`Thermal sensation acceptability` has 45139 (42.0%) missing values	Missing
`Thermal preference` has 22083 (20.5%) missing values	Missing
`Air movement acceptability` has 91236 (84.8%) missing values	Missing
`Air movement preference` has 64208 (59.7%) missing values	Missing
`Thermal comfort` has 71248 (66.2%) missing values	Missing
`PMV` has 40849 (38.0%) missing values	Missing
`PPD` has 40849 (38.0%) missing values	Missing
`SET` has 41065 (38.2%) missing values	Missing
`Clo` has 7920 (7.4%) missing values	Missing
`Met` has 17164 (16.0%) missing values	Missing
`activity_10` has 98773 (91.8%) missing values	Missing
`activity_20` has 97884 (91.0%) missing values	Missing
`activity_30` has 98829 (91.9%) missing values	Missing
`activity_60` has 97986 (91.1%) missing values	Missing
`Air temperature (¡C)` has 7672 (7.1%) missing values	Missing
`Air temperature (¡F)` has 7672 (7.1%) missing values	Missing
`Ta_h (¡C)` has 79559 (74.0%) missing values	Missing
`Ta_h (¡F)` has 79559 (74.0%) missing values	Missing
`Ta_m (¡C)` has 76435 (71.0%) missing values	Missing
`Ta_m (¡F)` has 76418 (71.0%) missing values	Missing
`Ta_l (¡C)` has 97135 (90.3%) missing values	Missing
`Ta_l (¡F)` has 97135 (90.3%) missing values	Missing
`Operative temperature (¡C)` has 69620 (64.7%) missing values	Missing
`Operative temperature (¡F)` has 69620 (64.7%) missing values	Missing
`Radiant temperature (¡C)` has 75110 (69.8%) missing values	Missing
`Radiant temperature (¡F)` has 75111 (69.8%) missing values	Missing
`Globe temperature (¡C)` has 81579 (75.8%) missing values	Missing
`Globe temperature (¡F)` has 81579 (75.8%) missing values	Missing
`Tg_h (¡C)` has 54578 (50.7%) missing values	Missing
`Tg_h (¡F)` has 54578 (50.7%) missing values	Missing
`Tg_m (¡C)` has 81697 (75.9%) missing values	Missing
`Tg_m (¡F)` has 81697 (75.9%) missing values	Missing
`Tg_l (¡C)` has 84335 (78.4%) missing values	Missing
`Tg_l (¡F)` has 84335 (78.4%) missing values	Missing
`Relative humidity (%)` has 9821 (9.1%) missing values	Missing
`Humidity preference` has 95340 (88.6%) missing values	Missing
`Humidity sensation` has 95043 (88.3%) missing values	Missing
`Air velocity (m/s)` has 17691 (16.4%) missing values	Missing
`Air velocity (fpm)` has 17702 (16.5%) missing values	Missing
`Velocity_h (m/s)` has 85604 (79.6%) missing values	Missing
`Velocity_h (fpm)` has 85604 (79.6%) missing values	Missing
`Velocity_m (m/s)` has 79263 (73.7%) missing values	Missing
`Velocity_m (fpm)` has 79263 (73.7%) missing values	Missing
`Velocity_l (m/s)` has 97331 (90.5%) missing values	Missing
`Velocity_l (fpm)` has 97331 (90.5%) missing values	Missing
`Subject«s height (cm)` has 87230 (81.1%) missing values	Missing
`Subject«s weight (kg)` has 82921 (77.1%) missing values	Missing
`Blind (curtain)` has 101848 (94.7%) missing values	Missing
`Fan` has 94397 (87.7%) missing values	Missing
`Window` has 85504 (79.5%) missing values	Missing
`Door` has 96453 (89.7%) missing values	Missing
`Heater` has 99245 (92.2%) missing values	Missing
`Outdoor monthly air temperature (¡C)` has 28245 (26.3%) missing values	Missing
`Outdoor monthly air temperature (¡F)` has 28247 (26.3%) missing values	Missing
`Air velocity (m/s)` is highly skewed (γ1 = 60.75293798)	Skewed
`Air velocity (fpm)` is highly skewed (γ1 = 61.31706545)	Skewed
`Velocity_m (m/s)` is highly skewed (γ1 = 34.44913019)	Skewed
`Velocity_m (fpm)` is highly skewed (γ1 = 34.41103723)	Skewed
`Thermal comfort` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Ta_m (¡F)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Thermal sensation` has 40879 (38.0%) zeros	Zeros
`PMV` has 2880 (2.7%) zeros	Zeros
`Humidity sensation` has 6483 (6.0%) zeros	Zeros
`Air velocity (m/s)` has 2747 (2.6%) zeros	Zeros
`Air velocity (fpm)` has 2147 (2.0%) zeros	Zeros

Reproduction

Analysis started	2020-09-06 14:10:42.639270
Analysis finished	2020-09-06 14:14:30.456273
Duration	3 minutes and 47.82 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

Publication (Citation)
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	66
Distinct (%)	0.1%
Missing	1655
Missing (%)	1.5%
Memory size	840.6 KiB

Oseland, Nigel A. 1998. Acceptable Temperature Ranges in Naturally Ventilated and Air-Conditioned Offices. ASHRAE Transactions. 104 (Part 1B): 1018-1030. Atlanta, Ga.:ASHRAE.	20997
Manu, S., Shukla, Y., Rawal, R., Thomas, L. E., & de Dear, R. (2016). Field studies of thermal comfort across multiple climate zones for the subcontinent: India Model for Adaptive Comfort (IMAC). Building and Environment, 98, 55ÛÒ70.	6330
Indraganti, Madhavi, et al. "Adaptive model of thermal comfort for offices in hot and humid climates of India." Building and Environment 74 (2014): 39-736.	6048
De Vecchi, R. et al. "Thermal history and its influence on occupants' thermal acceptability and cooling preferences in warm-humid climates: a new desire for comfort?" Proceedings of 7th Windsor Conference: The changing context of comfort in an unpredictable world Cumberland Lodge, Windsor, UK, 12-15 April 2012. London: Network for Comfort and Energy Use in Buildings, http://nceub.org.uk.	5036
Stoops, J. L."The thermal environmentand occupant perceptions in European office buildings". Doctoral thesis. Chalmers University of Technology, 2000. ISBN: 993-356207-x.	4655
Other values (61)	62862

Common Values
Overview

Value	Count	Frequency (%)
Oseland, Nigel A. 1998. Acceptable Temperature Ranges in Naturally Ventilated and Air-Conditioned Offices. ASHRAE Transactions. 104 (Part 1B): 1018-1030. Atlanta, Ga.:ASHRAE.	20997	19.5%
Manu, S., Shukla, Y., Rawal, R., Thomas, L. E., & de Dear, R. (2016). Field studies of thermal comfort across multiple climate zones for the subcontinent: India Model for Adaptive Comfort (IMAC). Building and Environment, 98, 55ÛÒ70.	6330	5.9%
Indraganti, Madhavi, et al. "Adaptive model of thermal comfort for offices in hot and humid climates of India." Building and Environment 74 (2014): 39-736.	6048	5.6%
De Vecchi, R. et al. "Thermal history and its influence on occupants' thermal acceptability and cooling preferences in warm-humid climates: a new desire for comfort?" Proceedings of 7th Windsor Conference: The changing context of comfort in an unpredictable world Cumberland Lodge, Windsor, UK, 12-15 April 2012. London: Network for Comfort and Energy Use in Buildings, http://nceub.org.uk.	5036	4.7%
Stoops, J. L."The thermal environmentand occupant perceptions in European office buildings". Doctoral thesis. Chalmers University of Technology, 2000. ISBN: 993-356207-x.	4655	4.3%
Nicol, J. F., G. N. Jami, O. Sykes, M. Humpherys, S. Roaf and M. Hancock. (1994) Thermal Comfort in Pakistan. Oxford Brookes University.	4199	3.9%
Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	3544	3.3%
de Dear, R. J. and A. Auliciems (1985) "Validation of the Predicted Mean Vote model of thermal comfort in six Australian field studies." ASHRAE Trans., V. 91(2), pp. 452- 468.	3538	3.3%
Teli, D., Jentsch, M. F., & James, P. A. (2012). Naturally ventilated classrooms: An assessment of existing comfort models for predicting the thermal sensation and preference of primary school children. Energy and Buildings, 53, 166-182.	2990	2.8%
Honnekeri, A., Brager, G., Dhaka, S., & Mathur, J. (2014). Comfort and adaptation in mixed-mode buildings in a hot-dry climate.	2859	2.7%
Langevin J, Gurian PL, & Wen J. åÊ(2015). Tracking the human-building interaction: A longitudinal field study of occ upant behavior in air-conditioned offices. åÊJournal of Environmental Psychology, 42, 94-115.	2497	2.3%
Konis, Kyle."Evaluating daylighting effectiveness and occupant visual comfort in a side-lit open-plan office building in San Francisco, California". Building and Environment 59. 1 (2013); 662-667.	2482	2.3%
Schiller, G. E. (1990) A comparison of measured and predicted comfort in office buildings. ASHRAE Transactions, 96(1).	2349	2.2%
Candido, C.M., 2010. Indoor air movement acceptability and thermal comfort in hot-humid climates.	2075	1.9%
Gail Brager, Gwelen Paliaga, Richard de Dear. Operable windows, personal control and occupant comfort. ASHRAE Transactions. 110(2)	2075	1.9%
Newsham, G. R. and D. K. Tiller. (1995) A field study of Thermal Comfort using questionnaire software. IRC Internal Report. No 708.	1859	1.7%
Luo, M. Zhou, X. Zhu Y., Zhang, D. Cao, B. Exploring the dynamic process of human thermal adaptation: A study in teaching building, Energy and Buildings 127 (2016), 425-432.	1810	1.7%
Cao, Bin, et al. "Field study of human thermal comfort and thermal adaptability during the summer and winter in Beijing." Energy and Buildings 43.5 (2011): 1051-1056.	1735	1.6%
Bouden, C., and N. Ghrab. "An adaptive thermal comfort model for the Tunisian context: a field study results."ÊEnergy and Buildings 37.9 (2005): 952-963.	1651	1.5%
Baker, N and M. Standeven. (1995) "A Behavioural Approach to Thermal Comfort Assessment in Naturally Ventilated Buildings". Proceedings from CIBSE National Conference, Ch 76-84.	1626	1.5%
Romero, R. A., Bojrquez, G., Corral, M., & Gallegos, R. (2013). Energy and the occupantÕs thermal perception of low-income dwellings in hot-dry climate: Mexicali, Mxico. Renewable energy, 49, 267-270.	1423	1.3%
Honnekeri, A. Pigman, M. C. Zhang, H. Arens, E. Fountain, M. Zhai, Y. Dutton, S. Use of adaptive actions and thermal comfort in a naturally ventilated office, Proceedings of the 13th International Conference Indoor Air (2014) Hong Kong.	1408	1.3%
Zhang, Y., Chen, H., & Meng, Q. (2013). Thermal comfort in buildings with split air-conditioners in hot-humid area of China. Building and Environment, 64, 213-224.	1403	1.3%
Deuble M., et al. "Occupant comfort in naturally ventilated and mixed-mode spaces within air-conditioned offices." Architectural Science Review 53.3 (2010): 297-306.	1359	1.3%
de Dear, R.J. and M.E. Fountain (1994) "Field experiments on occupant comfort and office thermal environments in a hot- humid climate," ASHRAE Transactions, Vol.100(2), pp.457- 475.	1234	1.1%
Other values (41)	18746	17.4%
(Missing)	1655	1.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	712
Median length	174
Mean length	182.3493675
Min length	3

Overview of Unicode Properties

Unique unicode characters	87
Unique unicode categories	11 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	2721676	13.9%
e	1211417	6.2%
n	1202822	6.1%
a	1157459	5.9%
i	1062541	5.4%
o	941338	4.8%
t	897009	4.6%
r	822467	4.2%
.	694480	3.5%
l	663661	3.4%
d	619645	3.2%
s	551102	2.8%
c	490891	2.5%
,	443875	2.3%
m	407399	2.1%
f	376356	1.9%
u	342173	1.7%
h	312789	1.6%
A	290096	1.5%
1	281353	1.4%
g	260193	1.3%
p	240023	1.2%
0	201549	1.0%
y	142723	0.7%
R	140759	0.7%
Other values (62)	3141896	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	12092522	61.6%
Space Separator	2721676	13.9%
Uppercase Letter	1876565	9.6%
Other Punctuation	1366609	7.0%
Decimal Number	1178171	6.0%
Dash Punctuation	140470	0.7%
Open Punctuation	114983	0.6%
Close Punctuation	114983	0.6%
Control	11375	0.1%
Other Number	170	< 0.1%
Connector Punctuation	168	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	290096	15.5%
R	140759	7.5%
E	132292	7.0%
T	128862	6.9%
C	127875	6.8%
S	121929	6.5%
B	98713	5.3%
H	86365	4.6%
N	80513	4.3%
M	78208	4.2%
O	60783	3.2%
P	60559	3.2%
G	56098	3.0%
I	54982	2.9%
V	52405	2.8%
J	46539	2.5%
D	45537	2.4%
L	41528	2.2%
F	34504	1.8%
K	29532	1.6%
U	23768	1.3%
W	21873	1.2%
Z	16931	0.9%
Y	15640	0.8%
Û	7857	0.4%
Other values (5)	22417	1.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	1211417	10.0%
n	1202822	9.9%
a	1157459	9.6%
i	1062541	8.8%
o	941338	7.8%
t	897009	7.4%
r	822467	6.8%
l	663661	5.5%
d	619645	5.1%
s	551102	4.6%
c	490891	4.1%
m	407399	3.4%
f	376356	3.1%
u	342173	2.8%
h	312789	2.6%
g	260193	2.2%
p	240023	2.0%
y	142723	1.2%
v	116057	1.0%
b	97306	0.8%
w	59658	0.5%
k	56116	0.5%
x	35805	0.3%
z	8970	0.1%
j	6410	0.1%
Other values (2)	10192	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	694480	50.8%
,	443875	32.5%
:	103328	7.6%
"	75562	5.5%
&	22842	1.7%
/	11322	0.8%
'	5501	0.4%
?	5036	0.4%
;	4663	0.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2721676	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	281353	23.9%
0	201549	17.1%
9	139287	11.8%
2	132563	11.3%
4	84292	7.2%
3	80704	6.8%
8	71994	6.1%
5	70656	6.0%
6	63750	5.4%
7	52023	4.4%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	114983	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	114983	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	140470	100.0%

Most frequent Control characters

Value	Count	Frequency (%)
	7857	69.1%
	1423	12.5%
	1423	12.5%
	336	3.0%
	336	3.0%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	168	100.0%

Most frequent Other Number characters

Value	Count	Frequency (%)
¾	170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13969087	71.2%
Common	5648605	28.8%

Most frequent Latin characters

Value	Count	Frequency (%)
e	1211417	8.7%
n	1202822	8.6%
a	1157459	8.3%
i	1062541	7.6%
o	941338	6.7%
t	897009	6.4%
r	822467	5.9%
l	663661	4.8%
d	619645	4.4%
s	551102	3.9%
c	490891	3.5%
m	407399	2.9%
f	376356	2.7%
u	342173	2.4%
h	312789	2.2%
A	290096	2.1%
g	260193	1.9%
p	240023	1.7%
y	142723	1.0%
R	140759	1.0%
E	132292	0.9%
T	128862	0.9%
C	127875	0.9%
S	121929	0.9%
v	116057	0.8%
Other values (32)	1209209	8.7%

Most frequent Common characters

Value	Count	Frequency (%)
	2721676	48.2%
.	694480	12.3%
,	443875	7.9%
1	281353	5.0%
0	201549	3.6%
-	140470	2.5%
9	139287	2.5%
2	132563	2.3%
(	114983	2.0%
)	114983	2.0%
:	103328	1.8%
4	84292	1.5%
3	80704	1.4%
"	75562	1.3%
8	71994	1.3%
5	70656	1.3%
6	63750	1.1%
7	52023	0.9%
&	22842	0.4%
/	11322	0.2%
	7857	0.1%
'	5501	0.1%
?	5036	0.1%
;	4663	0.1%
	1423	< 0.1%
Other values (5)	2433	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19576657	99.8%
None	41035	0.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
	2721676	13.9%
e	1211417	6.2%
n	1202822	6.1%
a	1157459	5.9%
i	1062541	5.4%
o	941338	4.8%
t	897009	4.6%
r	822467	4.2%
.	694480	3.5%
l	663661	3.4%
d	619645	3.2%
s	551102	2.8%
c	490891	2.5%
,	443875	2.3%
m	407399	2.1%
f	376356	1.9%
u	342173	1.7%
h	312789	1.6%
A	290096	1.5%
1	281353	1.4%
g	260193	1.3%
p	240023	1.2%
0	201549	1.0%
y	142723	0.7%
R	140759	0.7%
Other values (51)	3100861	15.8%

Most frequent None characters

Value	Count	Frequency (%)
	7857	19.1%
Û	7857	19.1%
Ò	7857	19.1%
Ê	7359	17.9%
å	4994	12.2%
	1423	3.5%
Õ	1423	3.5%
	1423	3.5%
	336	0.8%
	336	0.8%
¾	170	0.4%

Data contributor
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	56
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	840.6 KiB

Oseland, Nigel A.	20997
Sanyogita Manu	6330
Indraganti Madhavi	6048
Richard de Dear	5590
Yufeng Zhang	5045
Other values (51)	63573

Common Values
Overview

Value	Count	Frequency (%)
Oseland, Nigel A.	20997	19.5%
Sanyogita Manu	6330	5.9%
Indraganti Madhavi	6048	5.6%
Richard de Dear	5590	5.2%
Yufeng Zhang	5045	4.7%
Renata De Vecchi	5036	4.7%
Stoops, J. L	4655	4.3%
Fergus Nicol	4199	3.9%
Alison Kwok	3544	3.3%
Despoina Teli	2990	2.8%
Shivraj Dhaka and Jyotirmay Mathur	2859	2.7%
Langevin J.	2497	2.3%
Kyle Konis	2482	2.3%
Gail Schiller	2349	2.2%
Paliaga	2075	1.9%
Candido, Christhina Maria	2075	1.9%
Shahin Heidari	1971	1.8%
Guy Newsham	1859	1.7%
Maohui Luo	1810	1.7%
Bouden	1651	1.5%
Nick Baker	1626	1.5%
Ramona Romero	1423	1.3%
Anoop Honnekeri	1408	1.3%
Max Deuble and Richard de Dear	1359	1.3%
Zhaojun Wang	1358	1.3%
Other values (31)	14347	13.3%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	34
Median length	14
Mean length	14.77672123
Min length	6

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	170149	10.7%
	157311	9.9%
e	116733	7.3%
i	114576	7.2%
n	111659	7.0%
l	70673	4.4%
o	66403	4.2%
d	62344	3.9%
g	54943	3.5%
r	54719	3.4%
h	54467	3.4%
s	48276	3.0%
t	34974	2.2%
u	34595	2.2%
c	29324	1.8%
N	28681	1.8%
.	28581	1.8%
,	28207	1.8%
A	27370	1.7%
M	22987	1.4%
y	21798	1.4%
D	21442	1.3%
O	20997	1.3%
S	19578	1.2%
R	16595	1.0%
Other values (27)	172342	10.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1123086	70.6%
Uppercase Letter	252421	15.9%
Space Separator	157311	9.9%
Other Punctuation	56788	3.6%
Dash Punctuation	118	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	28681	11.4%
A	27370	10.8%
M	22987	9.1%
D	21442	8.5%
O	20997	8.3%
S	19578	7.8%
R	16595	6.6%
K	11349	4.5%
J	11297	4.5%
L	10044	4.0%
C	7746	3.1%
I	6925	2.7%
Z	6403	2.5%
B	5268	2.1%
T	5241	2.1%
V	5204	2.1%
G	5188	2.1%
Y	5045	2.0%
F	4961	2.0%
H	3943	1.6%
W	3153	1.2%
P	2725	1.1%
X	279	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	170149	15.2%
e	116733	10.4%
i	114576	10.2%
n	111659	9.9%
l	70673	6.3%
o	66403	5.9%
d	62344	5.6%
g	54943	4.9%
r	54719	4.9%
h	54467	4.8%
s	48276	4.3%
t	34974	3.1%
u	34595	3.1%
c	29324	2.6%
y	21798	1.9%
v	13873	1.2%
k	13452	1.2%
m	10822	1.0%
p	9053	0.8%
f	7321	0.7%
w	7125	0.6%
j	6553	0.6%
b	4153	0.4%
z	3742	0.3%
x	1359	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	157311	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	118	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	28581	50.3%
,	28207	49.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1375507	86.5%
Common	214217	13.5%

Most frequent Latin characters

Value	Count	Frequency (%)
a	170149	12.4%
e	116733	8.5%
i	114576	8.3%
n	111659	8.1%
l	70673	5.1%
o	66403	4.8%
d	62344	4.5%
g	54943	4.0%
r	54719	4.0%
h	54467	4.0%
s	48276	3.5%
t	34974	2.5%
u	34595	2.5%
c	29324	2.1%
N	28681	2.1%
A	27370	2.0%
M	22987	1.7%
y	21798	1.6%
D	21442	1.6%
O	20997	1.5%
S	19578	1.4%
R	16595	1.2%
v	13873	1.0%
k	13452	1.0%
K	11349	0.8%
Other values (23)	133550	9.7%

Most frequent Common characters

Value	Count	Frequency (%)
	157311	73.4%
.	28581	13.3%
,	28207	13.2%
-	118	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1589724	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	170149	10.7%
	157311	9.9%
e	116733	7.3%
i	114576	7.2%
n	111659	7.0%
l	70673	4.4%
o	66403	4.2%
d	62344	3.9%
g	54943	3.5%
r	54719	3.4%
h	54467	3.4%
s	48276	3.0%
t	34974	2.2%
u	34595	2.2%
c	29324	1.8%
N	28681	1.8%
.	28581	1.8%
,	28207	1.8%
A	27370	1.7%
M	22987	1.4%
y	21798	1.4%
D	21442	1.3%
O	20997	1.3%
S	19578	1.2%
R	16595	1.0%
Other values (27)	172342	10.8%

Year
Real number (ℝ_≥0)

Distinct	32
Distinct (%)	< 0.1%
Missing	248
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%

Mean	2002.010695
Minimum	1979
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	1979
5-th percentile	1987
Q1	1995
median	1999
Q3	2011
95-th percentile	2013
Maximum	2016
Range	37
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	8.821612985
Coefficient of variation (CV)	0.004406376552
Kurtosis	-1.18002744
Mean	2002.010695
Median Absolute Deviation (MAD)	7
Skewness	-0.1711272158
Sum	214885818
Variance	77.82085566
Monotocity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2012	17607	16.4%
1995	13996	13.0%
1996	13079	12.2%
2010	10379	9.6%
2011	6059	5.6%
1994	5789	5.4%
1993	4869	4.5%
2015	3636	3.4%
1999	3430	3.2%
2005	3393	3.2%
1987	2810	2.6%
2003	2352	2.2%
2009	2152	2.0%
1998	2116	2.0%
2007	2011	1.9%
1997	1794	1.7%
2004	1735	1.6%
2014	1274	1.2%
1983	1193	1.1%
1988	1168	1.1%
1982	1086	1.0%
1984	1011	0.9%
1992	926	0.9%
2008	884	0.8%
2006	871	0.8%
Other values (7)	1715	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1979	2	< 0.1%
1982	1086	1.0%
1983	1193	1.1%
1984	1011	0.9%
1986	357	0.3%
1987	2810	2.6%
1988	1168	1.1%
1991	152	0.1%
1992	926	0.9%
1993	4869	4.5%

Value	Count	Frequency (%)
2016	452	0.4%
2015	3636	3.4%
2014	1274	1.2%
2013	159	0.1%
2012	17607	16.4%
2011	6059	5.6%
2010	10379	9.6%
2009	2152	2.0%
2008	884	0.8%
2007	2011	1.9%

Season
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	241
Missing (%)	0.2%
Memory size	840.6 KiB

Summer	42202
Winter	37533
Autumn	14734
Spring	12873

Value	Count	Frequency (%)
Summer	42202	39.2%
Winter	37533	34.9%
Autumn	14734	13.7%
Spring	12873	12.0%
(Missing)	241	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	5.993279607
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
m	99138	15.4%
r	92608	14.4%
e	79735	12.4%
u	71670	11.1%
n	65622	10.2%
S	55075	8.5%
t	52267	8.1%
i	50406	7.8%
W	37533	5.8%
A	14734	2.3%
p	12873	2.0%
g	12873	2.0%
a	241	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	537433	83.4%
Uppercase Letter	107342	16.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	55075	51.3%
W	37533	35.0%
A	14734	13.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
m	99138	18.4%
r	92608	17.2%
e	79735	14.8%
u	71670	13.3%
n	65622	12.2%
t	52267	9.7%
i	50406	9.4%
p	12873	2.4%
g	12873	2.4%
a	241	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	644775	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
m	99138	15.4%
r	92608	14.4%
e	79735	12.4%
u	71670	11.1%
n	65622	10.2%
S	55075	8.5%
t	52267	8.1%
i	50406	7.8%
W	37533	5.8%
A	14734	2.3%
p	12873	2.0%
g	12873	2.0%
a	241	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	644775	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
m	99138	15.4%
r	92608	14.4%
e	79735	12.4%
u	71670	11.1%
n	65622	10.2%
S	55075	8.5%
t	52267	8.1%
i	50406	7.8%
W	37533	5.8%
A	14734	2.3%
p	12873	2.0%
g	12873	2.0%
a	241	< 0.1%

Koppen climate classification
Categorical

HIGH CORRELATION

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	840.6 KiB

Csa	24930
Cfa	17888
BSh	9700
Aw	9650
Cfb	7600
Other values (11)	37815

Common Values
Overview

Value	Count	Frequency (%)
Csa	24930	23.2%
Cfa	17888	16.6%
BSh	9700	9.0%
Aw	9650	9.0%
Cfb	7600	7.1%
BWh	6283	5.8%
Csb	5868	5.5%
Dfb	5803	5.4%
Csc	4377	4.1%
Dwa	3787	3.5%
As	3696	3.4%
Am	2698	2.5%
Af	1997	1.9%
Cwa	1588	1.5%
Cwb	1406	1.3%
BSk	312	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	2.832306219
Min length	2

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
C	63657	20.9%
a	48193	15.8%
s	38871	12.8%
f	33288	10.9%
b	20677	6.8%
A	18041	5.9%
w	16431	5.4%
B	16295	5.3%
h	15983	5.2%
S	10012	3.3%
D	9590	3.1%
W	6283	2.1%
c	4377	1.4%
m	2698	0.9%
k	312	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	180830	59.3%
Uppercase Letter	123878	40.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	63657	51.4%
A	18041	14.6%
B	16295	13.2%
S	10012	8.1%
D	9590	7.7%
W	6283	5.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	48193	26.7%
s	38871	21.5%
f	33288	18.4%
b	20677	11.4%
w	16431	9.1%
h	15983	8.8%
c	4377	2.4%
m	2698	1.5%
k	312	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	304708	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
C	63657	20.9%
a	48193	15.8%
s	38871	12.8%
f	33288	10.9%
b	20677	6.8%
A	18041	5.9%
w	16431	5.4%
B	16295	5.3%
h	15983	5.2%
S	10012	3.3%
D	9590	3.1%
W	6283	2.1%
c	4377	1.4%
m	2698	0.9%
k	312	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	304708	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
C	63657	20.9%
a	48193	15.8%
s	38871	12.8%
f	33288	10.9%
b	20677	6.8%
A	18041	5.9%
w	16431	5.4%
B	16295	5.3%
h	15983	5.2%
S	10012	3.3%
D	9590	3.1%
W	6283	2.1%
c	4377	1.4%
m	2698	0.9%
k	312	0.1%

Climate
Categorical

HIGH CORRELATION

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	840.6 KiB

Hot-summer Mediterranean	23304
Humid subtropical	17888
Hot semi-arid	9700
Tropical wet savanna	9650
Temperate oceanic	6460
Other values (14)	40581

Common Values
Overview

Value	Count	Frequency (%)
Hot-summer Mediterranean	23304	21.7%
Humid subtropical	17888	16.6%
Hot semi-arid	9700	9.0%
Tropical wet savanna	9650	9.0%
Temperate oceanic	6460	6.0%
Hot desert	6283	5.8%
Warm-summer Mediterranean	5868	5.5%
Warm-summer humid continental	5803	5.4%
Monsoon-influenced hot-summer humid continental	3787	3.5%
Tropical dry savanna	3696	3.4%
Cool-summer mediterranean	2969	2.8%
Tropical monsoon	2698	2.5%
Tropical rainforest	1997	1.9%
Hot-summer mediterranean	1626	1.5%
Monsoon-influenced humid subtropical	1588	1.5%
Cool-summer Mediterranean	1408	1.3%
Subtropical highland	1406	1.3%
Oceanic	1140	1.1%
Cold semi-arid	312	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	47
Median length	20
Mean length	20.90696486
Min length	7

Overview of Unicode Properties

Unique unicode characters	30
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	231835	10.3%
a	198047	8.8%
r	196154	8.7%
n	163711	7.3%
m	154032	6.8%
i	149156	6.6%
t	144327	6.4%
o	134955	6.0%
	134754	6.0%
s	103952	4.6%
u	100088	4.4%
d	91325	4.1%
c	69088	3.1%
-	60152	2.7%
l	59983	2.7%
H	58801	2.6%
p	45383	2.0%
M	35955	1.6%
T	24501	1.1%
b	20882	0.9%
h	17777	0.8%
v	13346	0.6%
W	11671	0.5%
w	9650	0.4%
f	7372	0.3%
Other values (5)	12337	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1916165	85.2%
Uppercase Letter	138163	6.1%
Space Separator	134754	6.0%
Dash Punctuation	60152	2.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
H	58801	42.6%
M	35955	26.0%
T	24501	17.7%
W	11671	8.4%
C	4689	3.4%
S	1406	1.0%
O	1140	0.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	231835	12.1%
a	198047	10.3%
r	196154	10.2%
n	163711	8.5%
m	154032	8.0%
i	149156	7.8%
t	144327	7.5%
o	134955	7.0%
s	103952	5.4%
u	100088	5.2%
d	91325	4.8%
c	69088	3.6%
l	59983	3.1%
p	45383	2.4%
b	20882	1.1%
h	17777	0.9%
v	13346	0.7%
w	9650	0.5%
f	7372	0.4%
y	3696	0.2%
g	1406	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	134754	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	60152	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2054328	91.3%
Common	194906	8.7%

Most frequent Latin characters

Value	Count	Frequency (%)
e	231835	11.3%
a	198047	9.6%
r	196154	9.5%
n	163711	8.0%
m	154032	7.5%
i	149156	7.3%
t	144327	7.0%
o	134955	6.6%
s	103952	5.1%
u	100088	4.9%
d	91325	4.4%
c	69088	3.4%
l	59983	2.9%
H	58801	2.9%
p	45383	2.2%
M	35955	1.8%
T	24501	1.2%
b	20882	1.0%
h	17777	0.9%
v	13346	0.6%
W	11671	0.6%
w	9650	0.5%
f	7372	0.4%
C	4689	0.2%
y	3696	0.2%
Other values (3)	3952	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	134754	69.1%
-	60152	30.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2249234	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	231835	10.3%
a	198047	8.8%
r	196154	8.7%
n	163711	7.3%
m	154032	6.8%
i	149156	6.6%
t	144327	6.4%
o	134955	6.0%
	134754	6.0%
s	103952	4.6%
u	100088	4.4%
d	91325	4.1%
c	69088	3.1%
-	60152	2.7%
l	59983	2.7%
H	58801	2.6%
p	45383	2.0%
M	35955	1.6%
T	24501	1.1%
b	20882	0.9%
h	17777	0.8%
v	13346	0.6%
W	11671	0.5%
w	9650	0.4%
f	7372	0.3%
Other values (5)	12337	0.5%

City
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	98
Distinct (%)	0.1%
Missing	13
Missing (%)	< 0.1%
Memory size	840.6 KiB

Midland	21506
Florianopolis	5264
San Francisco	3839
Chennai	3785
Honolulu	3544
Other values (93)	69632

Common Values
Overview

Value	Count	Frequency (%)
Midland	21506	20.0%
Florianopolis	5264	4.9%
San Francisco	3839	3.6%
Chennai	3785	3.5%
Honolulu	3544	3.3%
Hyderabad	3141	2.9%
Hampshire	2990	2.8%
Jaipur	2859	2.7%
Philadelphia	2497	2.3%
Guangzhou	2324	2.2%
Berkeley	2319	2.2%
Ahmedabad	2080	1.9%
Maceio	2075	1.9%
Athens	1951	1.8%
Ottawa	1859	1.7%
Shanghai	1810	1.7%
Sydney	1749	1.6%
Beijing	1735	1.6%
Harbin	1478	1.4%
Alameda	1408	1.3%
Shimla	1406	1.3%
Delhi	1388	1.3%
Porto	1311	1.2%
Brisbane	1285	1.2%
London	1285	1.2%
Other values (73)	30682	28.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	13
Median length	7
Mean length	7.997072028
Min length	3

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	113447	13.2%
n	76548	8.9%
i	76118	8.8%
l	67654	7.9%
d	64316	7.5%
o	54300	6.3%
e	48653	5.7%
r	41662	4.8%
h	30557	3.6%
M	27024	3.1%
u	25104	2.9%
s	23445	2.7%
p	14991	1.7%
t	14961	1.7%
S	14225	1.7%
b	14021	1.6%
g	12738	1.5%
H	11818	1.4%
c	11275	1.3%
m	10772	1.3%
y	10183	1.2%
B	9992	1.2%
F	9103	1.1%
	9039	1.1%
A	6841	0.8%
Other values (27)	61562	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	734205	85.3%
Uppercase Letter	116781	13.6%
Space Separator	9039	1.1%
Other Symbol	300	< 0.1%
Connector Punctuation	24	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	27024	23.1%
S	14225	12.2%
H	11818	10.1%
B	9992	8.6%
F	9103	7.8%
A	6841	5.9%
C	5649	4.8%
P	5118	4.4%
K	4785	4.1%
G	3724	3.2%
J	3502	3.0%
O	2736	2.3%
T	2559	2.2%
D	2501	2.1%
L	2278	2.0%
I	1052	0.9%
Q	917	0.8%
W	831	0.7%
R	737	0.6%
E	482	0.4%
Ì	324	0.3%
N	275	0.2%
Y	168	0.1%
V	140	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	113447	15.5%
n	76548	10.4%
i	76118	10.4%
l	67654	9.2%
d	64316	8.8%
o	54300	7.4%
e	48653	6.6%
r	41662	5.7%
h	30557	4.2%
u	25104	3.4%
s	23445	3.2%
p	14991	2.0%
t	14961	2.0%
b	14021	1.9%
g	12738	1.7%
c	11275	1.5%
m	10772	1.5%
y	10183	1.4%
k	6783	0.9%
w	5275	0.7%
f	3389	0.5%
z	2800	0.4%
v	1964	0.3%
j	1735	0.2%
x	1514	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	9039	100.0%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	24	100.0%

Most frequent Other Symbol characters

Value	Count	Frequency (%)
©	300	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	850986	98.9%
Common	9363	1.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	113447	13.3%
n	76548	9.0%
i	76118	8.9%
l	67654	8.0%
d	64316	7.6%
o	54300	6.4%
e	48653	5.7%
r	41662	4.9%
h	30557	3.6%
M	27024	3.2%
u	25104	2.9%
s	23445	2.8%
p	14991	1.8%
t	14961	1.8%
S	14225	1.7%
b	14021	1.6%
g	12738	1.5%
H	11818	1.4%
c	11275	1.3%
m	10772	1.3%
y	10183	1.2%
B	9992	1.2%
F	9103	1.1%
A	6841	0.8%
k	6783	0.8%
Other values (24)	54455	6.4%

Most frequent Common characters

Value	Count	Frequency (%)
	9039	96.5%
©	300	3.2%
_	24	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	859725	99.9%
None	624	0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	113447	13.2%
n	76548	8.9%
i	76118	8.9%
l	67654	7.9%
d	64316	7.5%
o	54300	6.3%
e	48653	5.7%
r	41662	4.8%
h	30557	3.6%
M	27024	3.1%
u	25104	2.9%
s	23445	2.7%
p	14991	1.7%
t	14961	1.7%
S	14225	1.7%
b	14021	1.6%
g	12738	1.5%
H	11818	1.4%
c	11275	1.3%
m	10772	1.3%
y	10183	1.2%
B	9992	1.2%
F	9103	1.1%
	9039	1.1%
A	6841	0.8%
Other values (25)	60938	7.1%

Most frequent None characters

Value	Count	Frequency (%)
Ì	324	51.9%
©	300	48.1%

Country
Categorical

HIGH CORRELATION

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	840.6 KiB

UK	27273
India	16110
USA	15144
Australia	8259
China	8213
Other values (23)	32584

Common Values
Overview

Value	Count	Frequency (%)
UK	27273	25.4%
India	16110	15.0%
USA	15144	14.1%
Australia	8259	7.7%
China	8213	7.6%
Brazil	7390	6.9%
Pakistan	4199	3.9%
Canada	2728	2.5%
Iran	1971	1.8%
Greece	1951	1.8%
Tunisia	1651	1.5%
Portugal	1559	1.4%
Mexico	1423	1.3%
Thailand	1168	1.1%
Germany	1055	1.0%
Singapore	1034	1.0%
Malaysia	990	0.9%
Sweden	970	0.9%
Japan	834	0.8%
Slovakia	648	0.6%
Indonesia	596	0.6%
South Korea	574	0.5%
France	516	0.5%
Nigeria	512	0.5%
Italy	283	0.3%
Other values (3)	532	0.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	11
Median length	5
Mean length	4.797365755
Min length	2

Overview of Unicode Properties

Unique unicode characters	38
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	83004	16.1%
i	55272	10.7%
U	42417	8.2%
n	42088	8.2%
K	27847	5.4%
r	24991	4.8%
A	23403	4.5%
d	21572	4.2%
l	20659	4.0%
I	18960	3.7%
S	18370	3.6%
s	15972	3.1%
t	14874	2.9%
e	14035	2.7%
u	12128	2.3%
C	10941	2.1%
h	10232	2.0%
B	7475	1.4%
z	7390	1.4%
o	6408	1.2%
P	6035	1.2%
k	5017	1.0%
c	3890	0.8%
g	3190	0.6%
G	3006	0.6%
Other values (13)	16939	3.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	349823	67.8%
Uppercase Letter	165718	32.1%
Space Separator	574	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
U	42417	25.6%
K	27847	16.8%
A	23403	14.1%
I	18960	11.4%
S	18370	11.1%
C	10941	6.6%
B	7475	4.5%
P	6035	3.6%
G	3006	1.8%
T	2819	1.7%
M	2413	1.5%
J	834	0.5%
F	516	0.3%
N	512	0.3%
D	170	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	83004	23.7%
i	55272	15.8%
n	42088	12.0%
r	24991	7.1%
d	21572	6.2%
l	20659	5.9%
s	15972	4.6%
t	14874	4.3%
e	14035	4.0%
u	12128	3.5%
h	10232	2.9%
z	7390	2.1%
o	6408	1.8%
k	5017	1.4%
c	3890	1.1%
g	3190	0.9%
p	2422	0.7%
y	2328	0.7%
x	1423	0.4%
m	1310	0.4%
w	970	0.3%
v	648	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	574	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	515541	99.9%
Common	574	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	83004	16.1%
i	55272	10.7%
U	42417	8.2%
n	42088	8.2%
K	27847	5.4%
r	24991	4.8%
A	23403	4.5%
d	21572	4.2%
l	20659	4.0%
I	18960	3.7%
S	18370	3.6%
s	15972	3.1%
t	14874	2.9%
e	14035	2.7%
u	12128	2.4%
C	10941	2.1%
h	10232	2.0%
B	7475	1.4%
z	7390	1.4%
o	6408	1.2%
P	6035	1.2%
k	5017	1.0%
c	3890	0.8%
g	3190	0.6%
G	3006	0.6%
Other values (12)	16365	3.2%

Most frequent Common characters

Value	Count	Frequency (%)
	574	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	516115	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	83004	16.1%
i	55272	10.7%
U	42417	8.2%
n	42088	8.2%
K	27847	5.4%
r	24991	4.8%
A	23403	4.5%
d	21572	4.2%
l	20659	4.0%
I	18960	3.7%
S	18370	3.6%
s	15972	3.1%
t	14874	2.9%
e	14035	2.7%
u	12128	2.3%
C	10941	2.1%
h	10232	2.0%
B	7475	1.4%
z	7390	1.4%
o	6408	1.2%
P	6035	1.2%
k	5017	1.0%
c	3890	0.8%
g	3190	0.6%
G	3006	0.6%
Other values (13)	16939	3.3%

Building type
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	4199
Missing (%)	3.9%
Memory size	840.6 KiB

Office	67755
Classroom	17852
Multifamily housing	10401
Others	6555
Senior center	821

Value	Count	Frequency (%)
Office	67755	63.0%
Classroom	17852	16.6%
Multifamily housing	10401	9.7%
Others	6555	6.1%
Senior center	821	0.8%
(Missing)	4199	3.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	6
Mean length	7.690964186
Min length	3

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
f	145911	17.6%
i	99779	12.1%
e	76773	9.3%
O	74310	9.0%
c	68576	8.3%
s	52660	6.4%
o	46926	5.7%
l	38654	4.7%
a	32452	3.9%
m	28253	3.4%
r	26049	3.1%
u	20802	2.5%
n	20441	2.5%
C	17852	2.2%
t	17777	2.1%
h	16956	2.0%
	11222	1.4%
M	10401	1.3%
y	10401	1.3%
g	10401	1.3%
S	821	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	712811	86.1%
Uppercase Letter	103384	12.5%
Space Separator	11222	1.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	74310	71.9%
C	17852	17.3%
M	10401	10.1%
S	821	0.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
f	145911	20.5%
i	99779	14.0%
e	76773	10.8%
c	68576	9.6%
s	52660	7.4%
o	46926	6.6%
l	38654	5.4%
a	32452	4.6%
m	28253	4.0%
r	26049	3.7%
u	20802	2.9%
n	20441	2.9%
t	17777	2.5%
h	16956	2.4%
y	10401	1.5%
g	10401	1.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	11222	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	816195	98.6%
Common	11222	1.4%

Most frequent Latin characters

Value	Count	Frequency (%)
f	145911	17.9%
i	99779	12.2%
e	76773	9.4%
O	74310	9.1%
c	68576	8.4%
s	52660	6.5%
o	46926	5.7%
l	38654	4.7%
a	32452	4.0%
m	28253	3.5%
r	26049	3.2%
u	20802	2.5%
n	20441	2.5%
C	17852	2.2%
t	17777	2.2%
h	16956	2.1%
M	10401	1.3%
y	10401	1.3%
g	10401	1.3%
S	821	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	11222	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	827417	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
f	145911	17.6%
i	99779	12.1%
e	76773	9.3%
O	74310	9.0%
c	68576	8.3%
s	52660	6.4%
o	46926	5.7%
l	38654	4.7%
a	32452	3.9%
m	28253	3.4%
r	26049	3.1%
u	20802	2.5%
n	20441	2.5%
C	17852	2.2%
t	17777	2.1%
h	16956	2.0%
	11222	1.4%
M	10401	1.3%
y	10401	1.3%
g	10401	1.3%
S	821	0.1%

Cooling startegy_building level
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	1227
Missing (%)	1.1%
Memory size	840.6 KiB

Naturally Ventilated	47285
Air Conditioned	32372
Mixed Mode	26519
Mechanically Ventilated	180

Value	Count	Frequency (%)
Naturally Ventilated	47285	44.0%
Air Conditioned	32372	30.1%
Mixed Mode	26519	24.6%
Mechanically Ventilated	180	0.2%
(Missing)	1227	1.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	23
Median length	15
Mean length	15.84163855
Min length	3

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	180520	10.6%
t	174587	10.2%
i	171280	10.0%
d	165247	9.7%
a	143622	8.4%
l	142395	8.4%
n	114843	6.7%
	106356	6.2%
o	91263	5.4%
r	79657	4.7%
M	53218	3.1%
y	47465	2.8%
V	47465	2.8%
N	47285	2.8%
u	47285	2.8%
A	32372	1.9%
C	32372	1.9%
x	26519	1.6%
c	360	< 0.1%
h	180	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1385223	81.3%
Uppercase Letter	212712	12.5%
Space Separator	106356	6.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	53218	25.0%
V	47465	22.3%
N	47285	22.2%
A	32372	15.2%
C	32372	15.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	180520	13.0%
t	174587	12.6%
i	171280	12.4%
d	165247	11.9%
a	143622	10.4%
l	142395	10.3%
n	114843	8.3%
o	91263	6.6%
r	79657	5.8%
y	47465	3.4%
u	47285	3.4%
x	26519	1.9%
c	360	< 0.1%
h	180	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	106356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1597935	93.8%
Common	106356	6.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	180520	11.3%
t	174587	10.9%
i	171280	10.7%
d	165247	10.3%
a	143622	9.0%
l	142395	8.9%
n	114843	7.2%
o	91263	5.7%
r	79657	5.0%
M	53218	3.3%
y	47465	3.0%
V	47465	3.0%
N	47285	3.0%
u	47285	3.0%
A	32372	2.0%
C	32372	2.0%
x	26519	1.7%
c	360	< 0.1%
h	180	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	106356	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1704291	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	180520	10.6%
t	174587	10.2%
i	171280	10.0%
d	165247	9.7%
a	143622	8.4%
l	142395	8.4%
n	114843	6.7%
	106356	6.2%
o	91263	5.4%
r	79657	4.7%
M	53218	3.1%
y	47465	2.8%
V	47465	2.8%
N	47285	2.8%
u	47285	2.8%
A	32372	1.9%
C	32372	1.9%
x	26519	1.6%
c	360	< 0.1%
h	180	< 0.1%

Cooling startegy_operation mode for MM buildings
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	81064
Missing (%)	75.4%
Memory size	840.6 KiB

Air Conditioned	11690
Unknown	8396
Naturally Ventilated	6433

Value	Count	Frequency (%)
Air Conditioned	11690	10.9%
Unknown	8396	7.8%
Naturally Ventilated	6433	6.0%
(Missing)	81064	75.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	20
Median length	3
Mean length	5.632618536
Min length	3

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	217129	35.8%
a	100363	16.6%
i	41503	6.8%
o	31776	5.2%
t	30989	5.1%
d	29813	4.9%
e	24556	4.1%
l	19299	3.2%
r	18123	3.0%
	18123	3.0%
A	11690	1.9%
C	11690	1.9%
U	8396	1.4%
k	8396	1.4%
w	8396	1.4%
N	6433	1.1%
u	6433	1.1%
y	6433	1.1%
V	6433	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	543209	89.6%
Uppercase Letter	44642	7.4%
Space Separator	18123	3.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	217129	40.0%
a	100363	18.5%
i	41503	7.6%
o	31776	5.8%
t	30989	5.7%
d	29813	5.5%
e	24556	4.5%
l	19299	3.6%
r	18123	3.3%
k	8396	1.5%
w	8396	1.5%
u	6433	1.2%
y	6433	1.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	11690	26.2%
C	11690	26.2%
U	8396	18.8%
N	6433	14.4%
V	6433	14.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	18123	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	587851	97.0%
Common	18123	3.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	217129	36.9%
a	100363	17.1%
i	41503	7.1%
o	31776	5.4%
t	30989	5.3%
d	29813	5.1%
e	24556	4.2%
l	19299	3.3%
r	18123	3.1%
A	11690	2.0%
C	11690	2.0%
U	8396	1.4%
k	8396	1.4%
w	8396	1.4%
N	6433	1.1%
u	6433	1.1%
y	6433	1.1%
V	6433	1.1%

Most frequent Common characters

Value	Count	Frequency (%)
	18123	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	605974	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	217129	35.8%
a	100363	16.6%
i	41503	6.8%
o	31776	5.2%
t	30989	5.1%
d	29813	4.9%
e	24556	4.1%
l	19299	3.2%
r	18123	3.0%
	18123	3.0%
A	11690	1.9%
C	11690	1.9%
U	8396	1.4%
k	8396	1.4%
w	8396	1.4%
N	6433	1.1%
u	6433	1.1%
y	6433	1.1%
V	6433	1.1%

Heating strategy_building level
Categorical

MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	69818
Missing (%)	64.9%
Memory size	840.6 KiB

Mechanical Heating	37765

Value	Count	Frequency (%)
Mechanical Heating	37765	35.1%
(Missing)	69818	64.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	18
Median length	3
Mean length	8.265469451
Min length	3

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	215166	24.2%
a	183113	20.6%
e	75530	8.5%
c	75530	8.5%
i	75530	8.5%
M	37765	4.2%
h	37765	4.2%
l	37765	4.2%
	37765	4.2%
H	37765	4.2%
t	37765	4.2%
g	37765	4.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	775929	87.3%
Uppercase Letter	75530	8.5%
Space Separator	37765	4.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	215166	27.7%
a	183113	23.6%
e	75530	9.7%
c	75530	9.7%
i	75530	9.7%
h	37765	4.9%
l	37765	4.9%
t	37765	4.9%
g	37765	4.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	37765	50.0%
H	37765	50.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	37765	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	851459	95.8%
Common	37765	4.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	215166	25.3%
a	183113	21.5%
e	75530	8.9%
c	75530	8.9%
i	75530	8.9%
M	37765	4.4%
h	37765	4.4%
l	37765	4.4%
H	37765	4.4%
t	37765	4.4%
g	37765	4.4%

Most frequent Common characters

Value	Count	Frequency (%)
	37765	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	889224	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	215166	24.2%
a	183113	20.6%
e	75530	8.5%
c	75530	8.5%
i	75530	8.5%
M	37765	4.2%
h	37765	4.2%
l	37765	4.2%
	37765	4.2%
H	37765	4.2%
t	37765	4.2%
g	37765	4.2%

Age
Real number (ℝ_≥0)

MISSING

Distinct	95
Distinct (%)	0.2%
Missing	64004
Missing (%)	59.5%
Infinite	0
Infinite (%)	0.0%

Mean	32.56017279
Minimum	6
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	6
5-th percentile	16
Q1	21
median	29
Q3	43
95-th percentile	57
Maximum	99
Range	93
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	14.09430523
Coefficient of variation (CV)	0.432869485
Kurtosis	0.9751962271
Mean	32.56017279
Median Absolute Deviation (MAD)	9
Skewness	1.000948136
Sum	1418939.77
Variance	198.6494398
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	4315	4.0%
45	3459	3.2%
35	3210	3.0%
18	2170	2.0%
55	2040	1.9%
20	1883	1.8%
24	1868	1.7%
17	1561	1.5%
19	1519	1.4%
31	1447	1.3%
16	1374	1.3%
23	1127	1.0%
38	1101	1.0%
21	1070	1.0%
22	1032	1.0%
15	849	0.8%
32	805	0.7%
26	778	0.7%
30	773	0.7%
36	638	0.6%
28	600	0.6%
40	578	0.5%
27	568	0.5%
37	525	0.5%
29	516	0.5%
Other values (70)	7773	7.2%
(Missing)	64004	59.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	14	< 0.1%
7	27	< 0.1%
8	18	< 0.1%
10	5	< 0.1%
11	10	< 0.1%
12	6	< 0.1%
13	237	0.2%
13.67	1	< 0.1%
14	317	0.3%
15	849	0.8%

Value	Count	Frequency (%)
99	18	< 0.1%
95	17	< 0.1%
94	1	< 0.1%
91	2	< 0.1%
90	142	0.1%
89	3	< 0.1%
88	2	< 0.1%
87	2	< 0.1%
86	5	< 0.1%
85	6	< 0.1%

Sex
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	40548
Missing (%)	37.7%
Memory size	840.6 KiB

Male	36140
Female	30895

Value	Count	Frequency (%)
Male	36140	33.6%
Female	30895	28.7%
(Missing)	40548	37.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	4
Mean length	4.197447552
Min length	3

Overview of Unicode Properties

Unique unicode characters	7
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	107583	23.8%
e	97930	21.7%
n	81096	18.0%
l	67035	14.8%
M	36140	8.0%
F	30895	6.8%
m	30895	6.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	384539	85.2%
Uppercase Letter	67035	14.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	36140	53.9%
F	30895	46.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	107583	28.0%
e	97930	25.5%
n	81096	21.1%
l	67035	17.4%
m	30895	8.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	451574	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
a	107583	23.8%
e	97930	21.7%
n	81096	18.0%
l	67035	14.8%
M	36140	8.0%
F	30895	6.8%
m	30895	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	451574	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	107583	23.8%
e	97930	21.7%
n	81096	18.0%
l	67035	14.8%
M	36140	8.0%
F	30895	6.8%
m	30895	6.8%

Thermal sensation
Real number (ℝ)

MISSING
ZEROS

Distinct	62
Distinct (%)	0.1%
Missing	3129
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	0.167891895
Minimum	-3
Maximum	3
Zeros	40879
Zeros (%)	38.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	-3
5-th percentile	-2
Q1	-0.5
median	0
Q3	1
95-th percentile	2
Maximum	3
Range	6
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.241040805
Coefficient of variation (CV)	7.391904206
Kurtosis	0.2711535495
Mean	0.167891895
Median Absolute Deviation (MAD)	1
Skewness	0.04040551334
Sum	17536.98
Variance	1.540182279
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40879	38.0%
1	19094	17.7%
-1	15803	14.7%
2	9596	8.9%
-2	5518	5.1%
3	4231	3.9%
-3	2281	2.1%
-0.5	779	0.7%
0.5	650	0.6%
1.5	388	0.4%
0.1	366	0.3%
-1.5	326	0.3%
0.8	279	0.3%
-0.8	279	0.3%
-0.3	261	0.2%
-0.2	223	0.2%
0.3	222	0.2%
0.2	196	0.2%
-0.1	181	0.2%
0.7	170	0.2%
-2.5	162	0.2%
-0.7	162	0.2%
-0.4	156	0.1%
0.4	150	0.1%
-0.6	126	0.1%
Other values (37)	1976	1.8%
(Missing)	3129	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3	2281	2.1%
-2.9	7	< 0.1%
-2.8	21	< 0.1%
-2.7	21	< 0.1%
-2.6	20	< 0.1%
-2.5	162	0.2%
-2.4	14	< 0.1%
-2.3	72	0.1%
-2.2	43	< 0.1%
-2.1	23	< 0.1%

Value	Count	Frequency (%)
3	4231	3.9%
2.9	13	< 0.1%
2.8	20	< 0.1%
2.7	29	< 0.1%
2.6	18	< 0.1%
2.5	126	0.1%
2.4	22	< 0.1%
2.3	115	0.1%
2.2	59	0.1%
2.1	45	< 0.1%

Thermal sensation acceptability
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	45139
Missing (%)	42.0%
Memory size	840.6 KiB

1	48399
0	14045
(Missing)	45139

Common Values
Chart

Value	Count	Frequency (%)
1	48399	45.0%
0	14045	13.1%
(Missing)	45139	42.0%

Thermal preference
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	22083
Missing (%)	20.5%
Memory size	840.6 KiB

no change	43441
cooler	27093
warmer	14966

Value	Count	Frequency (%)
no change	43441	40.4%
cooler	27093	25.2%
warmer	14966	13.9%
(Missing)	22083	20.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	9
Median length	6
Mean length	6.595577368
Min length	3

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	131048	18.5%
o	97627	13.8%
e	85500	12.0%
a	80490	11.3%
c	70534	9.9%
r	57025	8.0%
	43441	6.1%
h	43441	6.1%
g	43441	6.1%
l	27093	3.8%
w	14966	2.1%
m	14966	2.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	666131	93.9%
Space Separator	43441	6.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	131048	19.7%
o	97627	14.7%
e	85500	12.8%
a	80490	12.1%
c	70534	10.6%
r	57025	8.6%
h	43441	6.5%
g	43441	6.5%
l	27093	4.1%
w	14966	2.2%
m	14966	2.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	43441	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	666131	93.9%
Common	43441	6.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	131048	19.7%
o	97627	14.7%
e	85500	12.8%
a	80490	12.1%
c	70534	10.6%
r	57025	8.6%
h	43441	6.5%
g	43441	6.5%
l	27093	4.1%
w	14966	2.2%
m	14966	2.2%

Most frequent Common characters

Value	Count	Frequency (%)
	43441	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	709572	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	131048	18.5%
o	97627	13.8%
e	85500	12.0%
a	80490	11.3%
c	70534	9.9%
r	57025	8.0%
	43441	6.1%
h	43441	6.1%
g	43441	6.1%
l	27093	3.8%
w	14966	2.1%
m	14966	2.1%

Air movement acceptability
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	91236
Missing (%)	84.8%
Memory size	840.6 KiB

1	12845
0	3502
(Missing)	91236

Common Values
Chart

Value	Count	Frequency (%)
1	12845	11.9%
0	3502	3.3%
(Missing)	91236	84.8%

Air movement preference
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	64208
Missing (%)	59.7%
Memory size	840.6 KiB

no change	22983
more	16806
less	3586

Value	Count	Frequency (%)
no change	22983	21.4%
more	16806	15.6%
less	3586	3.3%
(Missing)	64208	59.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	9
Median length	3
Mean length	4.471329113
Min length	3

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	174382	36.3%
a	87191	18.1%
e	43375	9.0%
o	39789	8.3%
	22983	4.8%
c	22983	4.8%
h	22983	4.8%
g	22983	4.8%
m	16806	3.5%
r	16806	3.5%
s	7172	1.5%
l	3586	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	458056	95.2%
Space Separator	22983	4.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	174382	38.1%
a	87191	19.0%
e	43375	9.5%
o	39789	8.7%
c	22983	5.0%
h	22983	5.0%
g	22983	5.0%
m	16806	3.7%
r	16806	3.7%
s	7172	1.6%
l	3586	0.8%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	22983	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	458056	95.2%
Common	22983	4.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	174382	38.1%
a	87191	19.0%
e	43375	9.5%
o	39789	8.7%
c	22983	5.0%
h	22983	5.0%
g	22983	5.0%
m	16806	3.7%
r	16806	3.7%
s	7172	1.6%
l	3586	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
	22983	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	481039	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	174382	36.3%
a	87191	18.1%
e	43375	9.0%
o	39789	8.3%
	22983	4.8%
c	22983	4.8%
h	22983	4.8%
g	22983	4.8%
m	16806	3.5%
r	16806	3.5%
s	7172	1.5%
l	3586	0.7%

Thermal comfort
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	71248
Missing (%)	66.2%
Memory size	3.6 MiB

PMV
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	599
Distinct (%)	0.9%
Missing	40849
Missing (%)	38.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.136790092
Minimum	-3
Maximum	3
Zeros	2880
Zeros (%)	2.7%
Memory size	840.6 KiB

Quantile statistics

Minimum	-3
5-th percentile	-1.3
Q1	-0.4
median	0.1
Q3	0.66
95-th percentile	1.8
Maximum	3
Range	6
Interquartile range (IQR)	1.06

Descriptive statistics

Standard deviation	0.9445713053
Coefficient of variation (CV)	6.90526113
Kurtosis	1.153650788
Mean	0.136790092
Median Absolute Deviation (MAD)	0.5
Skewness	0.18328387
Sum	9128.55
Variance	0.8922149507
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	2899	2.7%
0	2880	2.7%
0.2	2837	2.6%
-0.1	2727	2.5%
0.3	2549	2.4%
-0.2	2421	2.3%
0.4	2405	2.2%
0.5	2344	2.2%
-0.3	2269	2.1%
0.6	2138	2.0%
-0.4	2076	1.9%
0.7	1954	1.8%
-0.5	1760	1.6%
0.8	1753	1.6%
-0.6	1646	1.5%
0.9	1426	1.3%
-0.7	1232	1.1%
1	1163	1.1%
1.1	993	0.9%
-0.8	945	0.9%
-0.9	803	0.7%
1.2	802	0.7%
1.3	691	0.6%
3	679	0.6%
1.4	616	0.6%
Other values (574)	22726	21.1%
(Missing)	40849	38.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3	312	0.3%
-2.99	3	< 0.1%
-2.97	3	< 0.1%
-2.96	2	< 0.1%
-2.95	1	< 0.1%
-2.94	4	< 0.1%
-2.93	1	< 0.1%
-2.92	3	< 0.1%
-2.91	1	< 0.1%
-2.9	18	< 0.1%

Value	Count	Frequency (%)
3	679	0.6%
2.99	4	< 0.1%
2.98	7	< 0.1%
2.97	4	< 0.1%
2.96	4	< 0.1%
2.95	2	< 0.1%
2.94	7	< 0.1%
2.93	6	< 0.1%
2.92	5	< 0.1%
2.91	7	< 0.1%

PPD
Real number (ℝ_≥0)

MISSING

Distinct	6083
Distinct (%)	9.1%
Missing	40849
Missing (%)	38.0%
Infinite	0
Infinite (%)	0.0%

Mean	20.96209428
Minimum	5
Maximum	99.12
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	6
median	11
Q3	25
95-th percentile	78.5435
Maximum	99.12
Range	94.12
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	22.81280371
Coefficient of variation (CV)	1.088288384
Kurtosis	3.16886189
Mean	20.96209428
Median Absolute Deviation (MAD)	5.96
Skewness	1.958693254
Sum	1398884.4
Variance	520.424013
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	8836	8.2%
6	5736	5.3%
7	3586	3.3%
8	2833	2.6%
9	2286	2.1%
10	1920	1.8%
11	1751	1.6%
12	1567	1.5%
13	1357	1.3%
14	1177	1.1%
15	1092	1.0%
16	983	0.9%
17	918	0.9%
18	751	0.7%
19	739	0.7%
20	688	0.6%
99	637	0.6%
21	602	0.6%
23	582	0.5%
22	538	0.5%
24	517	0.5%
25	424	0.4%
99.12	407	0.4%
27	401	0.4%
26	401	0.4%
Other values (6058)	26005	24.2%
(Missing)	40849	38.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	8836	8.2%
5.01	177	0.2%
5.02	122	0.1%
5.03	103	0.1%
5.04	81	0.1%
5.05	64	0.1%
5.06	69	0.1%
5.07	67	0.1%
5.08	63	0.1%
5.09	59	0.1%

Value	Count	Frequency (%)
99.12	407	0.4%
99.09	2	< 0.1%
99.08	2	< 0.1%
99.07	1	< 0.1%
99.06	2	< 0.1%
99.03	2	< 0.1%
99.02	5	< 0.1%
99	637	0.6%
98.98	1	< 0.1%
98.96	3	< 0.1%

SET
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	2222
Distinct (%)	3.3%
Missing	41065
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%

Mean	25.76962897
Minimum	6.55
Maximum	61.53
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	6.55
5-th percentile	21.03
Q1	23.71
median	25.53
Q3	27.63
95-th percentile	31.45
Maximum	61.53
Range	54.98
Interquartile range (IQR)	3.92

Descriptive statistics

Standard deviation	3.201344026
Coefficient of variation (CV)	0.1242293411
Kurtosis	1.336342141
Mean	25.76962897
Median Absolute Deviation (MAD)	1.93
Skewness	0.320380539
Sum	1714144.18
Variance	10.24860358
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.35	147	0.1%
24.39	140	0.1%
26.9	131	0.1%
23.28	128	0.1%
25.93	122	0.1%
25.02	119	0.1%
24.8	119	0.1%
24.61	119	0.1%
25.35	118	0.1%
26.01	116	0.1%
24.92	116	0.1%
22.98	114	0.1%
24.93	113	0.1%
25.13	113	0.1%
25.76	113	0.1%
24.36	113	0.1%
23.4	112	0.1%
24.49	112	0.1%
25.31	112	0.1%
25.69	112	0.1%
25.75	112	0.1%
25.06	112	0.1%
25.15	110	0.1%
25.86	110	0.1%
26.02	109	0.1%
Other values (2197)	63576	59.1%
(Missing)	41065	38.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.55	1	< 0.1%
9.05	1	< 0.1%
9.11	1	< 0.1%
9.54	1	< 0.1%
10.07	1	< 0.1%
10.19	1	< 0.1%
10.55	1	< 0.1%
10.83	2	< 0.1%
10.93	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
61.53	1	< 0.1%
52.2	1	< 0.1%
51.97	1	< 0.1%
46.12	1	< 0.1%
42.69	1	< 0.1%
42.62	1	< 0.1%
42.33	1	< 0.1%
42.09	1	< 0.1%
41.8	1	< 0.1%
41.49	1	< 0.1%

Clo
Real number (ℝ_≥0)

MISSING

Distinct	257
Distinct (%)	0.3%
Missing	7920
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.6736686634
Minimum	0
Maximum	2.89
Zeros	10
Zeros (%)	< 0.1%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	0.49
median	0.63
Q3	0.78
95-th percentile	1.24
Maximum	2.89
Range	2.89
Interquartile range (IQR)	0.29

Descriptive statistics

Standard deviation	0.2876221599
Coefficient of variation (CV)	0.4269489966
Kurtosis	3.764052529
Mean	0.6736686634
Median Absolute Deviation (MAD)	0.14
Skewness	1.458166835
Sum	67139.84
Variance	0.08272650686
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.68	3663	3.4%
0.5	3447	3.2%
0.63	2847	2.6%
0.75	2750	2.6%
0.72	2669	2.5%
0.62	2642	2.5%
0.7	2417	2.2%
0.57	2168	2.0%
0.78	2109	2.0%
0.39	2107	2.0%
0.58	2068	1.9%
0.46	2067	1.9%
0.6	2016	1.9%
0.4	1991	1.9%
0.66	1829	1.7%
0.73	1709	1.6%
0.64	1666	1.5%
0.67	1490	1.4%
0.53	1490	1.4%
0.55	1426	1.3%
0.56	1419	1.3%
0.44	1379	1.3%
0.52	1314	1.2%
0.48	1312	1.2%
0.61	1272	1.2%
Other values (232)	48396	45.0%
(Missing)	7920	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10	< 0.1%
0.03	3	< 0.1%
0.04	15	< 0.1%
0.05	93	0.1%
0.06	8	< 0.1%
0.07	39	< 0.1%
0.08	9	< 0.1%
0.09	74	0.1%
0.1	33	< 0.1%
0.11	33	< 0.1%

Value	Count	Frequency (%)
2.89	2	< 0.1%
2.87	1	< 0.1%
2.84	1	< 0.1%
2.8	1	< 0.1%
2.77	1	< 0.1%
2.74	1	< 0.1%
2.71	1	< 0.1%
2.7	1	< 0.1%
2.68	1	< 0.1%
2.67	3	< 0.1%

Met
Real number (ℝ_≥0)

MISSING

Distinct	143
Distinct (%)	0.2%
Missing	17164
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.206626373
Minimum	0.65
Maximum	6.83
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	0.65
5-th percentile	1
Q1	1.06
median	1.2
Q3	1.2
95-th percentile	1.6
Maximum	6.83
Range	6.18
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.2489392593
Coefficient of variation (CV)	0.2063101428
Kurtosis	34.18371525
Mean	1.206626373
Median Absolute Deviation (MAD)	0.1
Skewness	3.872080926
Sum	109101.95
Variance	0.06197075481
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	30860	28.7%
1	18034	16.8%
1.1	11108	10.3%
1.3	7445	6.9%
1.4	4337	4.0%
1.6	2310	2.1%
1.01	1642	1.5%
1.5	1507	1.4%
0.89	939	0.9%
2	858	0.8%
1.19	844	0.8%
1.88	840	0.8%
1.13	786	0.7%
1.7	638	0.6%
1.06	635	0.6%
0.8	478	0.4%
1.09	472	0.4%
1.9	461	0.4%
0.77	460	0.4%
1.8	334	0.3%
0.99	280	0.3%
1.24	231	0.2%
1.12	193	0.2%
1.11	192	0.2%
1.29	165	0.2%
Other values (118)	4370	4.1%
(Missing)	17164	16.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.65	19	< 0.1%
0.7	14	< 0.1%
0.77	460	0.4%
0.78	1	< 0.1%
0.8	478	0.4%
0.81	1	< 0.1%
0.82	1	< 0.1%
0.83	3	< 0.1%
0.84	2	< 0.1%
0.85	1	< 0.1%

Value	Count	Frequency (%)
6.83	1	< 0.1%
5	24	< 0.1%
4.5	2	< 0.1%
4	5	< 0.1%
3.8	73	0.1%
3.5	3	< 0.1%
3.41	1	< 0.1%
3.4	14	< 0.1%
3.3	1	< 0.1%
3.2	1	< 0.1%

activity_10
Real number (ℝ_≥0)

MISSING

Distinct	61
Distinct (%)	0.7%
Missing	98773
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%

Mean	1.184229466
Minimum	0
Maximum	3.8
Zeros	4
Zeros (%)	< 0.1%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1.058020478
Q3	1.2
95-th percentile	1.718213058
Maximum	3.8
Range	3.8
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.2628298675
Coefficient of variation (CV)	0.2219416719
Kurtosis	5.91810395
Mean	1.184229466
Median Absolute Deviation (MAD)	0.058020478
Skewness	2.095157181
Sum	10433.06159
Variance	0.06907953927
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2091	1.9%
1.058020478	1795	1.7%
1.2	1123	1.0%
1.6	466	0.4%
1.116838488	422	0.4%
1.030927835	351	0.3%
1.718213058	266	0.2%
1.348122867	250	0.2%
2	242	0.2%
1.194539249	235	0.2%
1.092150171	230	0.2%
0.989761092	193	0.2%
1.1	179	0.2%
1.126279863	175	0.2%
1.597938144	153	0.1%
1.075085324	118	0.1%
1.979522184	71	0.1%
1.109215017	66	0.1%
1.160409556	59	0.1%
1.5	44	< 0.1%
1.202749141	30	< 0.1%
1.484641638	26	< 0.1%
0.938566553	19	< 0.1%
1.279863481	17	< 0.1%
1.4	16	< 0.1%
Other values (36)	173	0.2%
(Missing)	98773	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	< 0.1%
0.42662116	1	< 0.1%
0.6	1	< 0.1%
0.784982935	7	< 0.1%
0.938566553	19	< 0.1%
0.989761092	193	0.2%
1	2091	1.9%
1.006825939	1	< 0.1%
1.023890785	4	< 0.1%
1.030927835	351	0.3%

Value	Count	Frequency (%)
3.8	1	< 0.1%
3.412969283	1	< 0.1%
2.815699659	3	< 0.1%
2.8	11	< 0.1%
2.6	3	< 0.1%
2	242	0.2%
1.979522184	71	0.1%
1.9	7	< 0.1%
1.877133106	3	< 0.1%
1.8	9	< 0.1%

activity_20
Real number (ℝ_≥0)

MISSING

Distinct	87
Distinct (%)	0.9%
Missing	97884
Missing (%)	91.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.257274345
Minimum	0.42662116
Maximum	6.8
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	0.42662116
5-th percentile	1
Q1	1.058020478
median	1.116838488
Q3	1.348122867
95-th percentile	1.979522184
Maximum	6.8
Range	6.37337884
Interquartile range (IQR)	0.290102389

Descriptive statistics

Standard deviation	0.3096733382
Coefficient of variation (CV)	0.2463053028
Kurtosis	23.56837936
Mean	1.257274345
Median Absolute Deviation (MAD)	0.083161512
Skewness	2.954161303
Sum	12194.30387
Variance	0.09589757638
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.058020478	1408	1.3%
1.1	1195	1.1%
1	1056	1.0%
1.2	1009	0.9%
1.6	499	0.5%
1.348122867	496	0.5%
1.116838488	390	0.4%
1.718213058	321	0.3%
1.5	286	0.3%
1.030927835	283	0.3%
2	282	0.3%
1.3	277	0.3%
1.4	243	0.2%
1.126279863	226	0.2%
1.194539249	219	0.2%
1.092150171	215	0.2%
1.597938144	182	0.2%
1.979522184	149	0.1%
0.989761092	129	0.1%
1.075085324	128	0.1%
1.7	85	0.1%
1.8	67	0.1%
1.109215017	64	0.1%
1.160409556	50	< 0.1%
1.202749141	46	< 0.1%
Other values (62)	394	0.4%
(Missing)	97884	91.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.42662116	1	< 0.1%
0.699658703	34	< 0.1%
0.750853242	2	< 0.1%
0.784982935	13	< 0.1%
0.8	5	< 0.1%
0.938566553	16	< 0.1%
0.989761092	129	0.1%
1	1056	1.0%
1.006825939	1	< 0.1%
1.023890785	2	< 0.1%

Value	Count	Frequency (%)
6.8	1	< 0.1%
5.2	1	< 0.1%
4.9	1	< 0.1%
4.6	1	< 0.1%
4.5	1	< 0.1%
4.3	1	< 0.1%
4	1	< 0.1%
3.9	1	< 0.1%
3.8	1	< 0.1%
3.5	2	< 0.1%

activity_30
Real number (ℝ_≥0)

MISSING

Distinct	66
Distinct (%)	0.8%
Missing	98829
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%

Mean	1.258976851
Minimum	0
Maximum	3.8
Zeros	2
Zeros (%)	< 0.1%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1.058020478
median	1.126279863
Q3	1.348122867
95-th percentile	2
Maximum	3.8
Range	3.8
Interquartile range (IQR)	0.290102389

Descriptive statistics

Standard deviation	0.3249600756
Coefficient of variation (CV)	0.2581144167
Kurtosis	7.102522386
Mean	1.258976851
Median Absolute Deviation (MAD)	0.095352028
Skewness	2.019834154
Sum	11021.08336
Variance	0.1055990507
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1434	1.3%
1.058020478	1372	1.3%
1.2	1262	1.2%
1.6	758	0.7%
1.348122867	473	0.4%
1.116838488	401	0.4%
2	375	0.3%
1.718213058	323	0.3%
1.030927835	299	0.3%
1.126279863	231	0.2%
1.194539249	220	0.2%
1.092150171	218	0.2%
0.989761092	161	0.1%
1.597938144	159	0.1%
1.1	151	0.1%
1.979522184	147	0.1%
1.075085324	127	0.1%
1.109215017	78	0.1%
1.5	46	< 0.1%
0.699658703	44	< 0.1%
1.160409556	41	< 0.1%
1.202749141	39	< 0.1%
2.8	32	< 0.1%
1.484641638	32	< 0.1%
1.7	29	< 0.1%
Other values (41)	302	0.3%
(Missing)	98829	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.699658703	44	< 0.1%
0.7	4	< 0.1%
0.750853242	1	< 0.1%
0.784982935	13	< 0.1%
0.819112628	1	< 0.1%
0.938566553	4	< 0.1%
0.989761092	161	0.1%
1	1434	1.3%
1.023890785	3	< 0.1%

Value	Count	Frequency (%)
3.8	11	< 0.1%
3.412969283	3	< 0.1%
2.815699659	9	< 0.1%
2.8	32	< 0.1%
2.6	5	< 0.1%
2.491467577	1	< 0.1%
2.218430034	1	< 0.1%
2.04778157	4	< 0.1%
2	375	0.3%
1.979522184	147	0.1%

activity_60
Real number (ℝ_≥0)

MISSING

Distinct	84
Distinct (%)	0.9%
Missing	97986
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.319213924
Minimum	0.699658703
Maximum	6.8
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	0.699658703
5-th percentile	1
Q1	1.058020478
median	1.2
Q3	1.5
95-th percentile	1.979522184
Maximum	6.8
Range	6.100341297
Interquartile range (IQR)	0.441979522

Descriptive statistics

Standard deviation	0.4368083205
Coefficient of variation (CV)	0.3311125759
Kurtosis	45.8303252
Mean	1.319213924
Median Absolute Deviation (MAD)	0.148122867
Skewness	4.926990416
Sum	12660.49603
Variance	0.1908015089
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.058020478	1208	1.1%
1	1046	1.0%
1.2	949	0.9%
1.1	662	0.6%
1.6	618	0.6%
1.348122867	463	0.4%
1.718213058	379	0.4%
1.116838488	358	0.3%
1.3	344	0.3%
1.5	340	0.3%
2	298	0.3%
1.030927835	297	0.3%
1.4	235	0.2%
1.194539249	225	0.2%
1.126279863	224	0.2%
1.092150171	204	0.2%
0.989761092	189	0.2%
1.979522184	181	0.2%
1.7	162	0.2%
1.597938144	159	0.1%
1.8	106	0.1%
1.075085324	99	0.1%
1.9	98	0.1%
1.109215017	84	0.1%
1.160409556	68	0.1%
Other values (59)	601	0.6%
(Missing)	97986	91.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.699658703	49	< 0.1%
0.750853242	1	< 0.1%
0.784982935	16	< 0.1%
0.802047782	1	< 0.1%
0.819112628	1	< 0.1%
0.938566553	5	< 0.1%
0.989761092	189	0.2%
1	1046	1.0%
1.023890785	2	< 0.1%
1.030927835	297	0.3%

Value	Count	Frequency (%)
6.8	15	< 0.1%
5.1	1	< 0.1%
4.9	1	< 0.1%
4.3	4	< 0.1%
4.2	2	< 0.1%
4	36	< 0.1%
3.412969283	5	< 0.1%
3.4	5	< 0.1%
3.3	3	< 0.1%
3.2	4	< 0.1%

Air temperature (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	358
Distinct (%)	0.4%
Missing	7672
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%

Mean	24.49635776
Minimum	0.6
Maximum	63.2
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	0.6
5-th percentile	19.4
Q1	22.3
median	23.9
Q3	26.4
95-th percentile	31.2
Maximum	63.2
Range	62.6
Interquartile range (IQR)	4.1

Descriptive statistics

Standard deviation	3.782001775
Coefficient of variation (CV)	0.1543903715
Kurtosis	2.486097339
Mean	24.49635776
Median Absolute Deviation (MAD)	1.9
Skewness	0.3703986643
Sum	2447455.6
Variance	14.30353743
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23	2062	1.9%
23.2	1854	1.7%
23.6	1742	1.6%
22.3	1719	1.6%
23.4	1683	1.6%
22.5	1678	1.6%
23.5	1640	1.5%
22.8	1629	1.5%
22.7	1620	1.5%
22.9	1612	1.5%
23.3	1589	1.5%
23.1	1581	1.5%
24	1549	1.4%
24.1	1518	1.4%
23.8	1497	1.4%
22	1473	1.4%
22.4	1449	1.3%
22.6	1407	1.3%
23.7	1381	1.3%
23.9	1350	1.3%
24.3	1248	1.2%
24.2	1224	1.1%
22.1	1198	1.1%
22.2	1150	1.1%
24.4	1137	1.1%
Other values (333)	61921	57.6%
(Missing)	7672	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6	2	< 0.1%
4	14	< 0.1%
5	6	< 0.1%
6	3	< 0.1%
6.2	5	< 0.1%
6.3	1	< 0.1%
6.4	1	< 0.1%
6.6	2	< 0.1%
6.8	2	< 0.1%
7	5	< 0.1%

Value	Count	Frequency (%)
63.2	1	< 0.1%
62	1	< 0.1%
61.9	1	< 0.1%
58.5	1	< 0.1%
58.3	1	< 0.1%
57.5	1	< 0.1%
54.1	1	< 0.1%
53.6	1	< 0.1%
52.9	1	< 0.1%
48.8	1	< 0.1%

Air temperature (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	572
Distinct (%)	0.6%
Missing	7672
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%

Mean	76.09053958
Minimum	33.1
Maximum	145.8
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	33.1
5-th percentile	67
Q1	72.2
median	75
Q3	79.6
95-th percentile	88.2
Maximum	145.8
Range	112.7
Interquartile range (IQR)	7.4

Descriptive statistics

Standard deviation	6.808185796
Coefficient of variation (CV)	0.08947479981
Kurtosis	2.482901488
Mean	76.09053958
Median Absolute Deviation (MAD)	3.4
Skewness	0.3708543257
Sum	7602281.9
Variance	46.35139383
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73.4	1529	1.4%
72.1	1448	1.3%
73.8	1377	1.3%
72.5	1327	1.2%
73	1247	1.2%
73.9	1223	1.1%
71.6	1216	1.1%
72.9	1179	1.1%
73.2	1154	1.1%
74.8	1131	1.1%
74.1	1127	1.0%
74.5	1118	1.0%
74.3	1107	1.0%
72.3	1093	1.0%
73.6	1093	1.0%
75.4	1049	1.0%
75.2	1044	1.0%
72.7	1030	1.0%
75.7	984	0.9%
74.7	945	0.9%
75.6	943	0.9%
75	921	0.9%
71.8	892	0.8%
75.9	887	0.8%
77.2	856	0.8%
Other values (547)	71991	66.9%
(Missing)	7672	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33.1	2	< 0.1%
39.2	14	< 0.1%
41	6	< 0.1%
42.8	3	< 0.1%
43.1	1	< 0.1%
43.2	4	< 0.1%
43.4	1	< 0.1%
43.6	1	< 0.1%
43.8	2	< 0.1%
44.2	2	< 0.1%

Value	Count	Frequency (%)
145.8	1	< 0.1%
143.6	1	< 0.1%
143.4	1	< 0.1%
137.3	1	< 0.1%
136.9	1	< 0.1%
135.5	1	< 0.1%
129.3	1	< 0.1%
128.4	1	< 0.1%
127.3	1	< 0.1%
119.8	1	< 0.1%

Ta_h (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	287
Distinct (%)	1.0%
Missing	79559
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.56925849
Minimum	6.3
Maximum	41.7
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	6.3
5-th percentile	19.9
Q1	22.8
median	24.1
Q3	26.2
95-th percentile	30.1
Maximum	41.7
Range	35.4
Interquartile range (IQR)	3.4

Descriptive statistics

Standard deviation	3.314985974
Coefficient of variation (CV)	0.134924136
Kurtosis	2.659715241
Mean	24.56925849
Median Absolute Deviation (MAD)	1.6
Skewness	0.439965025
Sum	688528.9
Variance	10.98913201
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.4	697	0.6%
23.5	594	0.6%
23.8	592	0.6%
23.9	580	0.5%
23.6	553	0.5%
23.2	544	0.5%
23	540	0.5%
23.7	521	0.5%
23.3	509	0.5%
24	499	0.5%
24.2	497	0.5%
24.3	496	0.5%
22.4	485	0.5%
23.1	474	0.4%
24.1	471	0.4%
22.7	471	0.4%
22.9	463	0.4%
22.6	450	0.4%
24.4	441	0.4%
22.8	406	0.4%
24.6	403	0.4%
24.5	390	0.4%
24.8	380	0.4%
24.7	359	0.3%
22.3	355	0.3%
Other values (262)	15854	14.7%
(Missing)	79559	74.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.3	2	< 0.1%
6.9	2	< 0.1%
7.2	2	< 0.1%
7.3	2	< 0.1%
7.4	1	< 0.1%
7.6	2	< 0.1%
7.9	2	< 0.1%
8.2	1	< 0.1%
8.4	2	< 0.1%
8.5	2	< 0.1%

Value	Count	Frequency (%)
41.7	1	< 0.1%
41.2	1	< 0.1%
39.8	4	< 0.1%
39.7	1	< 0.1%
39.5	1	< 0.1%
39.4	3	< 0.1%
38.8	1	< 0.1%
38.7	1	< 0.1%
38.5	2	< 0.1%
38.4	1	< 0.1%

Ta_h (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	400
Distinct (%)	1.4%
Missing	79559
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%

Mean	76.22371896
Minimum	43.3
Maximum	107.1
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	43.3
5-th percentile	67.8
Q1	73
median	75.3
Q3	79.2
95-th percentile	86.2
Maximum	107.1
Range	63.8
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	5.968313672
Coefficient of variation (CV)	0.07829995379
Kurtosis	2.654441706
Mean	76.22371896
Median Absolute Deviation (MAD)	2.9
Skewness	0.4404846478
Sum	2136093.5
Variance	35.62076808
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.8	449	0.4%
74.3	442	0.4%
74.1	440	0.4%
74.5	431	0.4%
73.4	428	0.4%
75.7	420	0.4%
75.6	415	0.4%
73.8	396	0.4%
74.7	394	0.4%
73.6	378	0.4%
75	372	0.3%
75.4	369	0.3%
73.9	367	0.3%
75.2	367	0.3%
75.9	354	0.3%
72.3	345	0.3%
73	333	0.3%
76.1	326	0.3%
72.9	322	0.3%
73.2	316	0.3%
72.7	312	0.3%
77.2	299	0.3%
76.6	296	0.3%
76.3	292	0.3%
77.4	287	0.3%
Other values (375)	18874	17.5%
(Missing)	79559	74.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43.3	2	< 0.1%
44.4	2	< 0.1%
45	2	< 0.1%
45.1	2	< 0.1%
45.3	1	< 0.1%
45.7	2	< 0.1%
46.2	2	< 0.1%
46.8	1	< 0.1%
47.1	2	< 0.1%
47.3	2	< 0.1%

Value	Count	Frequency (%)
107.1	1	< 0.1%
106.1	1	< 0.1%
103.6	4	< 0.1%
103.5	1	< 0.1%
103.2	1	< 0.1%
102.9	3	< 0.1%
101.8	1	< 0.1%
101.7	1	< 0.1%
101.3	2	< 0.1%
101.2	1	< 0.1%

Ta_m (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	318
Distinct (%)	1.0%
Missing	76435
Missing (%)	71.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.22096443
Minimum	6
Maximum	42.7
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	6
5-th percentile	17.8
Q1	22.2
median	23.6
Q3	26.4
95-th percentile	31.4
Maximum	42.7
Range	36.7
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	4.182063278
Coefficient of variation (CV)	0.1726629545
Kurtosis	1.462291233
Mean	24.22096443
Median Absolute Deviation (MAD)	1.8
Skewness	-0.1670381697
Sum	754434.6
Variance	17.48965326
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.2	810	0.8%
23	764	0.7%
22.7	699	0.6%
22.3	692	0.6%
23.4	663	0.6%
23.6	636	0.6%
24	589	0.5%
22	571	0.5%
23.8	525	0.5%
22.8	524	0.5%
23.3	517	0.5%
23.5	517	0.5%
23.1	480	0.4%
23.7	480	0.4%
22.6	472	0.4%
22.5	468	0.4%
24.1	467	0.4%
22.9	456	0.4%
22.4	410	0.4%
22.2	403	0.4%
23.9	387	0.4%
24.2	386	0.4%
24.4	360	0.3%
21.6	353	0.3%
24.5	348	0.3%
Other values (293)	18171	16.9%
(Missing)	76435	71.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
6.1	1	< 0.1%
6.2	5	< 0.1%
6.3	1	< 0.1%
6.5	4	< 0.1%
6.8	5	< 0.1%
6.9	1	< 0.1%
7	3	< 0.1%
7.1	4	< 0.1%
7.2	1	< 0.1%

Value	Count	Frequency (%)
42.7	1	< 0.1%
42.5	1	< 0.1%
40.5	1	< 0.1%
40	1	< 0.1%
39.5	1	< 0.1%
39.4	1	< 0.1%
39.2	2	< 0.1%
39.1	1	< 0.1%
39	1	< 0.1%
38.7	1	< 0.1%

Ta_m (¡F)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	76418
Missing (%)	71.0%
Memory size	3.4 MiB

Ta_l (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	239
Distinct (%)	2.3%
Missing	97135
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%

Mean	23.45012443
Minimum	5
Maximum	36.2
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	5
5-th percentile	19
Q1	21.9
median	23
Q3	24.5
95-th percentile	29.9
Maximum	36.2
Range	31.2
Interquartile range (IQR)	2.6

Descriptive statistics

Standard deviation	3.335374759
Coefficient of variation (CV)	0.1422327105
Kurtosis	2.764734145
Mean	23.45012443
Median Absolute Deviation (MAD)	1.2
Skewness	0.044692297
Sum	245006.9
Variance	11.12472479
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.5	287	0.3%
23	286	0.3%
22.7	268	0.2%
23.4	259	0.2%
23.2	256	0.2%
23.1	254	0.2%
22.6	239	0.2%
23.3	238	0.2%
22.2	231	0.2%
22.9	230	0.2%
22.4	229	0.2%
22.8	222	0.2%
23.5	211	0.2%
22.1	195	0.2%
21.8	195	0.2%
22.3	188	0.2%
23.6	184	0.2%
23.8	181	0.2%
23.9	177	0.2%
22	167	0.2%
23.7	163	0.2%
24.2	160	0.1%
24	145	0.1%
21.6	143	0.1%
21.7	136	0.1%
Other values (214)	5204	4.8%
(Missing)	97135	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
6	2	< 0.1%
6.1	2	< 0.1%
6.6	2	< 0.1%
6.8	2	< 0.1%
7.2	1	< 0.1%
7.3	2	< 0.1%
7.4	2	< 0.1%
7.9	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
36.2	1	< 0.1%
35.2	1	< 0.1%
35.1	3	< 0.1%
34.9	2	< 0.1%
34.6	2	< 0.1%
34.4	5	< 0.1%
34.3	2	< 0.1%
34.2	2	< 0.1%
34.1	1	< 0.1%
34	3	< 0.1%

Ta_l (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	338
Distinct (%)	3.2%
Missing	97135
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%

Mean	74.2076474
Minimum	41
Maximum	97.2
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	41
5-th percentile	66.2
Q1	71.4
median	73.5
Q3	76.1
95-th percentile	85.8
Maximum	97.2
Range	56.2
Interquartile range (IQR)	4.7

Descriptive statistics

Standard deviation	6.004031693
Coefficient of variation (CV)	0.08090853037
Kurtosis	2.762924589
Mean	74.2076474
Median Absolute Deviation (MAD)	2.3
Skewness	0.04488500568
Sum	775321.5
Variance	36.04839657
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73.4	213	0.2%
74.1	201	0.2%
72.5	199	0.2%
72.9	189	0.2%
73.8	185	0.2%
73.6	182	0.2%
72	181	0.2%
73.9	175	0.2%
72.7	169	0.2%
73	162	0.2%
72.3	153	0.1%
71.2	153	0.1%
73.2	152	0.1%
74.3	141	0.1%
71.8	141	0.1%
72.1	134	0.1%
74.5	131	0.1%
74.8	131	0.1%
71.6	124	0.1%
75	119	0.1%
70.9	116	0.1%
75.6	114	0.1%
74.7	112	0.1%
72.4	110	0.1%
75.7	110	0.1%
Other values (313)	6651	6.2%
(Missing)	97135	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
41	1	< 0.1%
42.8	2	< 0.1%
43	2	< 0.1%
43.9	2	< 0.1%
44.2	2	< 0.1%
45	1	< 0.1%
45.1	2	< 0.1%
45.3	2	< 0.1%
46.2	1	< 0.1%
46.4	1	< 0.1%

Value	Count	Frequency (%)
97.2	1	< 0.1%
95.4	1	< 0.1%
95.2	3	< 0.1%
94.8	2	< 0.1%
94.3	2	< 0.1%
93.9	5	< 0.1%
93.7	2	< 0.1%
93.6	2	< 0.1%
93.4	1	< 0.1%
93.2	3	< 0.1%

Operative temperature (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	312
Distinct (%)	0.8%
Missing	69620
Missing (%)	64.7%
Infinite	0
Infinite (%)	0.0%

Mean	24.50423307
Minimum	5.1
Maximum	44.7
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	5.1
5-th percentile	19.2
Q1	22.4
median	23.9
Q3	26.6
95-th percentile	31.2
Maximum	44.7
Range	39.6
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	3.824202365
Coefficient of variation (CV)	0.1560629282
Kurtosis	1.31870734
Mean	24.50423307
Median Absolute Deviation (MAD)	1.9
Skewness	0.006779882467
Sum	930254.2
Variance	14.62452373
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.2	821	0.8%
23.4	769	0.7%
23.6	717	0.7%
23.5	697	0.6%
23	686	0.6%
23.1	683	0.6%
23.3	669	0.6%
24.1	649	0.6%
22.2	645	0.6%
22.5	629	0.6%
23.7	615	0.6%
22.6	607	0.6%
23.9	588	0.5%
22.7	579	0.5%
22.4	577	0.5%
22.8	577	0.5%
22.9	559	0.5%
24	558	0.5%
24.2	520	0.5%
23.8	520	0.5%
22.3	518	0.5%
24.4	518	0.5%
22	509	0.5%
21.8	498	0.5%
24.7	459	0.4%
Other values (287)	22796	21.2%
(Missing)	69620	64.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.1	1	< 0.1%
5.3	1	< 0.1%
6	1	< 0.1%
6.9	1	< 0.1%
7.6	2	< 0.1%
7.8	3	< 0.1%
8	1	< 0.1%
8.1	3	< 0.1%
8.3	4	< 0.1%
8.4	7	< 0.1%

Value	Count	Frequency (%)
44.7	1	< 0.1%
43.6	1	< 0.1%
43.5	1	< 0.1%
40.8	1	< 0.1%
40.6	1	< 0.1%
39.8	1	< 0.1%
39.4	1	< 0.1%
39.2	2	< 0.1%
39.1	1	< 0.1%
38.9	1	< 0.1%

Operative temperature (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	520
Distinct (%)	1.4%
Missing	69620
Missing (%)	64.7%
Infinite	0
Infinite (%)	0.0%

Mean	76.10562653
Minimum	41.2
Maximum	112.4
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	41.2
5-th percentile	66.5
Q1	72.3
median	74.9
Q3	79.9
95-th percentile	88.1
Maximum	112.4
Range	71.2
Interquartile range (IQR)	7.6

Descriptive statistics

Standard deviation	6.881707098
Coefficient of variation (CV)	0.09042310551
Kurtosis	1.319957319
Mean	76.10562653
Median Absolute Deviation (MAD)	3.3
Skewness	0.006235161416
Sum	2889197.9
Variance	47.35789258
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73.8	537	0.5%
74.1	529	0.5%
72	496	0.5%
73.6	469	0.4%
74.3	469	0.4%
74.5	450	0.4%
73.9	445	0.4%
72.7	444	0.4%
73.4	432	0.4%
74.7	424	0.4%
73	412	0.4%
75	402	0.4%
72.9	401	0.4%
72.3	393	0.4%
75.6	386	0.4%
72.5	380	0.4%
75.9	375	0.3%
73.2	369	0.3%
75.3	365	0.3%
72.1	356	0.3%
71.6	345	0.3%
74.8	344	0.3%
75.4	340	0.3%
75.2	336	0.3%
71.2	335	0.3%
Other values (495)	27729	25.8%
(Missing)	69620	64.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
41.2	1	< 0.1%
41.6	1	< 0.1%
42.8	1	< 0.1%
44.4	1	< 0.1%
45.7	2	< 0.1%
46.1	3	< 0.1%
46.4	1	< 0.1%
46.6	3	< 0.1%
47	4	< 0.1%
47.1	7	< 0.1%

Value	Count	Frequency (%)
112.4	1	< 0.1%
110.5	1	< 0.1%
110.3	1	< 0.1%
105.5	1	< 0.1%
105	1	< 0.1%
103.7	1	< 0.1%
102.9	1	< 0.1%
102.6	2	< 0.1%
102.3	1	< 0.1%
102	1	< 0.1%

Radiant temperature (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	331
Distinct (%)	1.0%
Missing	75110
Missing (%)	69.8%
Infinite	0
Infinite (%)	0.0%

Mean	24.60273458
Minimum	1.2
Maximum	148.1
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	1.2
5-th percentile	18.7
Q1	22.4
median	24
Q3	27
95-th percentile	31.6
Maximum	148.1
Range	146.9
Interquartile range (IQR)	4.6

Descriptive statistics

Standard deviation	4.257815073
Coefficient of variation (CV)	0.1730626756
Kurtosis	50.2608282
Mean	24.60273458
Median Absolute Deviation (MAD)	2
Skewness	1.669584146
Sum	798924.6
Variance	18.1289892
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.4	638	0.6%
23.1	595	0.6%
23.7	570	0.5%
23.5	566	0.5%
23.6	563	0.5%
23.3	550	0.5%
22.5	543	0.5%
23.2	530	0.5%
23	521	0.5%
22.9	521	0.5%
22.8	516	0.5%
22.7	513	0.5%
22.6	477	0.4%
24	475	0.4%
22.1	453	0.4%
24.1	449	0.4%
22.4	448	0.4%
23.9	446	0.4%
23.8	427	0.4%
24.4	425	0.4%
24.3	407	0.4%
24.2	398	0.4%
22.2	383	0.4%
24.9	364	0.3%
24.7	358	0.3%
Other values (306)	20337	18.9%
(Missing)	75110	69.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.2	1	< 0.1%
3.7	1	< 0.1%
4	1	< 0.1%
4.4	1	< 0.1%
5.9	2	< 0.1%
6.6	4	< 0.1%
6.9	2	< 0.1%
7	1	< 0.1%
7.1	2	< 0.1%
7.2	2	< 0.1%

Value	Count	Frequency (%)
148.1	1	< 0.1%
134.8	1	< 0.1%
134.5	1	< 0.1%
54.9	1	< 0.1%
49.5	1	< 0.1%
46.7	1	< 0.1%
46.5	1	< 0.1%
44.7	1	< 0.1%
41.7	1	< 0.1%
41.6	1	< 0.1%

Radiant temperature (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	542
Distinct (%)	1.7%
Missing	75111
Missing (%)	69.8%
Infinite	0
Infinite (%)	0.0%

Mean	76.28359202
Minimum	34.1
Maximum	298.6
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	34.1
5-th percentile	65.7
Q1	72.4
median	75.1
Q3	80.7
95-th percentile	88.8
Maximum	298.6
Range	264.5
Interquartile range (IQR)	8.3

Descriptive statistics

Standard deviation	7.666581176
Coefficient of variation (CV)	0.1005010511
Kurtosis	50.19463021
Mean	76.28359202
Median Absolute Deviation (MAD)	3.5
Skewness	1.66840046
Sum	2477080.8
Variance	58.77646693
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.1	478	0.4%
74.5	421	0.4%
73.6	410	0.4%
74.3	403	0.4%
73.9	392	0.4%
73	388	0.4%
72.9	384	0.4%
72.5	381	0.4%
74.7	359	0.3%
72.7	359	0.3%
73.2	350	0.3%
73.4	345	0.3%
72.3	344	0.3%
71.8	342	0.3%
73.8	341	0.3%
75.4	331	0.3%
75.2	324	0.3%
75.7	324	0.3%
72	313	0.3%
75.6	299	0.3%
75	295	0.3%
74.8	295	0.3%
70.7	295	0.3%
76.8	285	0.3%
75.9	283	0.3%
Other values (517)	23731	22.1%
(Missing)	75111	69.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
34.1	1	< 0.1%
38.6	1	< 0.1%
39.2	1	< 0.1%
39.9	1	< 0.1%
42.6	2	< 0.1%
43.9	4	< 0.1%
44.4	2	< 0.1%
44.6	1	< 0.1%
44.7	2	< 0.1%
45	2	< 0.1%

Value	Count	Frequency (%)
298.6	1	< 0.1%
274.6	1	< 0.1%
274.1	1	< 0.1%
130.8	1	< 0.1%
121.2	1	< 0.1%
116.1	1	< 0.1%
115.7	1	< 0.1%
112.5	1	< 0.1%
107.1	1	< 0.1%
106.9	1	< 0.1%

Globe temperature (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	280
Distinct (%)	1.1%
Missing	81579
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%

Mean	24.62116982
Minimum	0.5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	0.5
5-th percentile	19.4
Q1	22.6
median	24
Q3	26.9
95-th percentile	31.2
Maximum	100
Range	99.5
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	3.961457175
Coefficient of variation (CV)	0.1608963832
Kurtosis	16.68723198
Mean	24.62116982
Median Absolute Deviation (MAD)	1.8
Skewness	0.5859774652
Sum	640248.9
Variance	15.69314295
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	650	0.6%
23.2	538	0.5%
23.4	528	0.5%
23	527	0.5%
23.1	513	0.5%
22.9	474	0.4%
22.5	470	0.4%
23.3	466	0.4%
24	442	0.4%
23.8	440	0.4%
22.8	425	0.4%
23.6	421	0.4%
22.2	421	0.4%
23.9	390	0.4%
22.7	386	0.4%
23.7	381	0.4%
22.6	381	0.4%
22.4	380	0.4%
22.1	379	0.4%
24.2	377	0.4%
24.1	357	0.3%
22.3	349	0.3%
24.6	344	0.3%
24.4	327	0.3%
21.9	303	0.3%
Other values (255)	15335	14.3%
(Missing)	81579	75.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
4.3	2	< 0.1%
7.5	3	< 0.1%
7.9	7	< 0.1%
8.3	5	< 0.1%
8.4	10	< 0.1%
8.8	9	< 0.1%
9.2	4	< 0.1%
9.3	2	< 0.1%
9.6	2	< 0.1%

Value	Count	Frequency (%)
100	3	< 0.1%
46.5	1	< 0.1%
46	1	< 0.1%
44.7	1	< 0.1%
41.6	2	< 0.1%
39.6	1	< 0.1%
39.5	1	< 0.1%
39.3	1	< 0.1%
38.8	3	< 0.1%
38.6	2	< 0.1%

Globe temperature (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	416
Distinct (%)	1.6%
Missing	81579
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%

Mean	76.31697816
Minimum	32.8
Maximum	212
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	32.8
5-th percentile	66.815
Q1	72.6
median	75.2
Q3	80.4
95-th percentile	88.2
Maximum	212
Range	179.2
Interquartile range (IQR)	7.8

Descriptive statistics

Standard deviation	7.130473938
Coefficient of variation (CV)	0.09343234114
Kurtosis	16.69059455
Mean	76.31697816
Median Absolute Deviation (MAD)	3.3
Skewness	0.5857088689
Sum	1984546.7
Variance	50.84365858
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.3	413	0.4%
73.8	379	0.4%
73.6	379	0.4%
74.1	378	0.4%
72.5	323	0.3%
73.9	314	0.3%
73.2	313	0.3%
74.8	313	0.3%
75.2	304	0.3%
75	302	0.3%
73	299	0.3%
73.4	298	0.3%
74.7	288	0.3%
75.6	284	0.3%
72	279	0.3%
72.9	271	0.3%
75.4	270	0.3%
72.7	268	0.2%
74.5	265	0.2%
71.8	263	0.2%
72.3	250	0.2%
75.9	250	0.2%
73.5	247	0.2%
72.1	247	0.2%
77.2	245	0.2%
Other values (391)	18562	17.3%
(Missing)	81579	75.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32.8	1	< 0.1%
39.7	2	< 0.1%
45.5	3	< 0.1%
46.2	7	< 0.1%
46.9	5	< 0.1%
47.1	10	< 0.1%
47.8	9	< 0.1%
48.6	4	< 0.1%
48.7	2	< 0.1%
49.3	2	< 0.1%

Value	Count	Frequency (%)
212	3	< 0.1%
115.7	1	< 0.1%
114.7	1	< 0.1%
112.5	1	< 0.1%
106.9	2	< 0.1%
103.3	1	< 0.1%
103.1	1	< 0.1%
102.7	1	< 0.1%
101.9	1	< 0.1%
101.8	2	< 0.1%

Tg_h (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	289
Distinct (%)	0.5%
Missing	54578
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%

Mean	24.7967305
Minimum	6
Maximum	43.6
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	6
5-th percentile	20.8
Q1	22.7
median	24.1
Q3	26.5
95-th percentile	30.5
Maximum	43.6
Range	37.6
Interquartile range (IQR)	3.8

Descriptive statistics

Standard deviation	3.238272827
Coefficient of variation (CV)	0.1305927339
Kurtosis	1.946678356
Mean	24.7967305
Median Absolute Deviation (MAD)	1.8
Skewness	0.6837826879
Sum	1314350.7
Variance	10.4864109
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.4	1192	1.1%
23.5	1152	1.1%
23.3	1048	1.0%
23.1	1025	1.0%
23	1024	1.0%
26.5	967	0.9%
23.2	958	0.9%
22.5	933	0.9%
22.8	925	0.9%
22.9	925	0.9%
29	922	0.9%
22.2	915	0.9%
23.8	910	0.8%
23.6	901	0.8%
23.7	885	0.8%
24.2	844	0.8%
23.9	837	0.8%
22.6	835	0.8%
24	820	0.8%
22.7	819	0.8%
22.4	774	0.7%
24.6	749	0.7%
24.1	729	0.7%
22.3	720	0.7%
24.3	715	0.7%
Other values (264)	30481	28.3%
(Missing)	54578	50.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	2	< 0.1%
6.9	2	< 0.1%
7	2	< 0.1%
7.1	1	< 0.1%
7.3	2	< 0.1%
7.4	2	< 0.1%
7.5	2	< 0.1%
8	1	< 0.1%
8.2	4	< 0.1%
8.4	2	< 0.1%

Value	Count	Frequency (%)
43.6	1	< 0.1%
40.9	1	< 0.1%
40.7	1	< 0.1%
40.3	2	< 0.1%
40.1	3	< 0.1%
39.8	2	< 0.1%
39.7	2	< 0.1%
39.6	2	< 0.1%
39.4	3	< 0.1%
39.2	1	< 0.1%

Tg_h (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	396
Distinct (%)	0.7%
Missing	54578
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%

Mean	76.63129705
Minimum	42.8
Maximum	110.5
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	42.8
5-th percentile	69.4
Q1	72.9
median	75.4
Q3	79.7
95-th percentile	86.9
Maximum	110.5
Range	67.7
Interquartile range (IQR)	6.8

Descriptive statistics

Standard deviation	5.829603136
Coefficient of variation (CV)	0.07607339769
Kurtosis	1.946371462
Mean	76.63129705
Median Absolute Deviation (MAD)	3.2
Skewness	0.6843406754
Sum	4061841.9
Variance	33.98427272
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79.7	916	0.9%
74.1	892	0.8%
84.2	880	0.8%
73.9	765	0.7%
74.3	757	0.7%
73.4	742	0.7%
73.6	730	0.7%
73	728	0.7%
72.5	716	0.7%
74.8	698	0.6%
73.8	693	0.6%
73.2	671	0.6%
74.7	652	0.6%
72.7	630	0.6%
74.5	624	0.6%
75.6	615	0.6%
72	610	0.6%
72.9	596	0.6%
75	580	0.5%
75.2	579	0.5%
72.1	577	0.5%
75.7	550	0.5%
71.2	536	0.5%
72.3	535	0.5%
75.4	527	0.5%
Other values (371)	36206	33.7%
(Missing)	54578	50.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42.8	2	< 0.1%
44.4	2	< 0.1%
44.6	2	< 0.1%
44.8	1	< 0.1%
45.1	2	< 0.1%
45.3	2	< 0.1%
45.5	2	< 0.1%
46.4	1	< 0.1%
46.8	4	< 0.1%
47.1	2	< 0.1%

Value	Count	Frequency (%)
110.5	1	< 0.1%
105.6	1	< 0.1%
105.3	1	< 0.1%
104.5	2	< 0.1%
104.2	3	< 0.1%
103.6	2	< 0.1%
103.5	2	< 0.1%
103.3	2	< 0.1%
102.9	3	< 0.1%
102.6	1	< 0.1%

Tg_m (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	329
Distinct (%)	1.3%
Missing	81697
Missing (%)	75.9%
Infinite	0
Infinite (%)	0.0%

Mean	24.37578614
Minimum	3
Maximum	46.5
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	3
5-th percentile	17.1
Q1	22.3
median	23.7
Q3	27.1
95-th percentile	31.6
Maximum	46.5
Range	43.5
Interquartile range (IQR)	4.8

Descriptive statistics

Standard deviation	4.419894453
Coefficient of variation (CV)	0.1813231552
Kurtosis	1.410360235
Mean	24.37578614
Median Absolute Deviation (MAD)	1.9
Skewness	-0.2925706296
Sum	630991.6
Variance	19.53546698
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	584	0.5%
23.2	541	0.5%
23.1	507	0.5%
23.4	490	0.5%
22.9	484	0.4%
22.5	475	0.4%
23	469	0.4%
22.7	448	0.4%
23.3	437	0.4%
23.6	430	0.4%
22.8	427	0.4%
24	416	0.4%
23.7	408	0.4%
23.8	406	0.4%
23.9	404	0.4%
24.1	391	0.4%
22.6	366	0.3%
22.3	358	0.3%
22.4	342	0.3%
24.2	337	0.3%
24.4	336	0.3%
22.2	330	0.3%
22.1	313	0.3%
22	282	0.3%
24.8	275	0.3%
Other values (304)	15630	14.5%
(Missing)	81697	75.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4.3	2	< 0.1%
4.5	1	< 0.1%
5.5	2	< 0.1%
5.9	1	< 0.1%
6	4	< 0.1%
6.1	1	< 0.1%
6.2	1	< 0.1%
6.5	3	< 0.1%
6.6	2	< 0.1%

Value	Count	Frequency (%)
46.5	1	< 0.1%
46	1	< 0.1%
44.7	1	< 0.1%
41.6	2	< 0.1%
39.8	1	< 0.1%
39.6	1	< 0.1%
39.5	2	< 0.1%
39.3	1	< 0.1%
39.2	1	< 0.1%
39.1	2	< 0.1%

Tg_m (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	458
Distinct (%)	1.8%
Missing	81697
Missing (%)	75.9%
Infinite	0
Infinite (%)	0.0%

Mean	75.87468902
Minimum	37.5
Maximum	115.7
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	37.5
5-th percentile	62.8
Q1	72.2
median	74.7
Q3	80.8
95-th percentile	88.9
Maximum	115.7
Range	78.2
Interquartile range (IQR)	8.6

Descriptive statistics

Standard deviation	7.956098481
Coefficient of variation (CV)	0.1048583999
Kurtosis	1.410002949
Mean	75.87468902
Median Absolute Deviation (MAD)	3.4
Skewness	-0.2923411619
Sum	1964092.2
Variance	63.29950304
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.3	446	0.4%
73.8	389	0.4%
72.5	378	0.4%
73.6	370	0.3%
73.2	358	0.3%
74.1	352	0.3%
73.4	341	0.3%
73.9	331	0.3%
72.9	324	0.3%
73	323	0.3%
74.8	316	0.3%
75	314	0.3%
74.7	295	0.3%
75.2	294	0.3%
74.5	287	0.3%
72.7	277	0.3%
75.4	260	0.2%
72	258	0.2%
72.1	257	0.2%
75.9	257	0.2%
75.6	251	0.2%
72.3	240	0.2%
71.8	234	0.2%
76.6	227	0.2%
71.6	209	0.2%
Other values (433)	18298	17.0%
(Missing)	81697	75.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37.5	1	< 0.1%
39.7	2	< 0.1%
40.1	1	< 0.1%
41.9	2	< 0.1%
42.6	1	< 0.1%
42.8	4	< 0.1%
43	1	< 0.1%
43.2	1	< 0.1%
43.7	3	< 0.1%
43.9	2	< 0.1%

Value	Count	Frequency (%)
115.7	1	< 0.1%
114.7	1	< 0.1%
112.5	1	< 0.1%
106.9	2	< 0.1%
103.6	1	< 0.1%
103.3	1	< 0.1%
103.1	2	< 0.1%
102.7	1	< 0.1%
102.6	1	< 0.1%
102.4	2	< 0.1%

Tg_l (¡C)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	242
Distinct (%)	1.0%
Missing	84335
Missing (%)	78.4%
Infinite	0
Infinite (%)	0.0%

Mean	22.97013507
Minimum	5.9
Maximum	36.3
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	5.9
5-th percentile	19.4
Q1	21.7
median	22.8
Q3	23.8
95-th percentile	28.6
Maximum	36.3
Range	30.4
Interquartile range (IQR)	2.1

Descriptive statistics

Standard deviation	2.733098948
Coefficient of variation (CV)	0.118984888
Kurtosis	4.288449805
Mean	22.97013507
Median Absolute Deviation (MAD)	1.1
Skewness	0.4218832955
Sum	534009.7
Variance	7.469829861
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.9	693	0.6%
23.3	679	0.6%
23	660	0.6%
23.2	651	0.6%
23.1	628	0.6%
22.6	627	0.6%
22.5	599	0.6%
22.4	578	0.5%
23.5	576	0.5%
22.8	566	0.5%
22.3	544	0.5%
22.7	543	0.5%
23.4	536	0.5%
22.1	502	0.5%
23.7	487	0.5%
22.2	483	0.4%
23.6	458	0.4%
22	458	0.4%
21.8	445	0.4%
21.9	421	0.4%
21.6	388	0.4%
21.7	380	0.4%
21.4	371	0.3%
23.9	369	0.3%
23.8	358	0.3%
Other values (217)	10248	9.5%
(Missing)	84335	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.9	2	< 0.1%
6	2	< 0.1%
6.5	2	< 0.1%
6.7	2	< 0.1%
7	3	< 0.1%
7.3	2	< 0.1%
7.8	1	< 0.1%
8	4	< 0.1%
8.4	2	< 0.1%
8.5	2	< 0.1%

Value	Count	Frequency (%)
36.3	1	< 0.1%
36.2	2	< 0.1%
35.3	2	< 0.1%
35.1	2	< 0.1%
34.9	2	< 0.1%
34.6	4	< 0.1%
34.5	1	< 0.1%
34.4	3	< 0.1%
34.2	1	< 0.1%
34.1	7	< 0.1%

Tg_l (¡F)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	355
Distinct (%)	1.5%
Missing	84335
Missing (%)	78.4%
Infinite	0
Infinite (%)	0.0%

Mean	73.34141862
Minimum	42.6
Maximum	97.3
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	42.6
5-th percentile	66.9
Q1	71
median	73
Q3	74.8
95-th percentile	83.5
Maximum	97.3
Range	54.7
Interquartile range (IQR)	3.8

Descriptive statistics

Standard deviation	4.920204092
Coefficient of variation (CV)	0.06708629565
Kurtosis	4.292253142
Mean	73.34141862
Median Absolute Deviation (MAD)	1.9
Skewness	0.4240493395
Sum	1705041.3
Variance	24.20840831
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73.9	541	0.5%
73.2	504	0.5%
72.7	466	0.4%
73.4	462	0.4%
72.5	460	0.4%
72.3	444	0.4%
73.8	443	0.4%
72.1	426	0.4%
73.6	422	0.4%
73	411	0.4%
74.3	393	0.4%
74.1	379	0.4%
71.8	361	0.3%
72.9	351	0.3%
71.2	349	0.3%
71.6	341	0.3%
72	337	0.3%
74.7	327	0.3%
74.5	303	0.3%
70.9	282	0.3%
70.5	280	0.3%
71.4	276	0.3%
70.3	273	0.3%
71.1	272	0.3%
73.5	265	0.2%
Other values (330)	13880	12.9%
(Missing)	84335	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42.6	2	< 0.1%
42.8	2	< 0.1%
43.7	2	< 0.1%
44.1	2	< 0.1%
44.6	3	< 0.1%
45.1	2	< 0.1%
46	1	< 0.1%
46.4	4	< 0.1%
47.1	2	< 0.1%
47.3	2	< 0.1%

Value	Count	Frequency (%)
97.3	1	< 0.1%
97.2	2	< 0.1%
95.5	2	< 0.1%
95.2	2	< 0.1%
94.8	2	< 0.1%
94.3	4	< 0.1%
94.1	1	< 0.1%
93.9	3	< 0.1%
93.6	1	< 0.1%
93.4	7	< 0.1%

Relative humidity (%)
Real number (ℝ_≥0)

MISSING

Distinct	849
Distinct (%)	0.9%
Missing	9821
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	47.54806776
Minimum	0
Maximum	100
Zeros	1
Zeros (%)	< 0.1%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	22.8
Q1	35.3
median	47.2
Q3	59.4
95-th percentile	73.4
Maximum	100
Range	100
Interquartile range (IQR)	24.1

Descriptive statistics

Standard deviation	15.76094377
Coefficient of variation (CV)	0.3314739066
Kurtosis	-0.6694666215
Mean	47.54806776
Median Absolute Deviation (MAD)	12.1
Skewness	0.08477331774
Sum	4648394.2
Variance	248.4073485
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	674	0.6%
48	624	0.6%
46	611	0.6%
43	607	0.6%
50	595	0.6%
62	576	0.5%
45	575	0.5%
42	575	0.5%
51	551	0.5%
56	535	0.5%
44	533	0.5%
55.6	529	0.5%
54	527	0.5%
64	527	0.5%
53	522	0.5%
55	514	0.5%
49	500	0.5%
52	485	0.5%
60	484	0.4%
41	480	0.4%
38	473	0.4%
58	471	0.4%
57	458	0.4%
59	457	0.4%
39	450	0.4%
Other values (824)	84429	78.5%
(Missing)	9821	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.4	1	< 0.1%
0.5	2	< 0.1%
0.7	2	< 0.1%
2	2	< 0.1%
2.3	1	< 0.1%
2.6	1	< 0.1%
2.7	1	< 0.1%
3.3	1	< 0.1%
3.5	3	< 0.1%

Value	Count	Frequency (%)
100	2	< 0.1%
99.7	1	< 0.1%
99.1	1	< 0.1%
98.8	1	< 0.1%
98	1	< 0.1%
97.8	2	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
95.3	1	< 0.1%
95	2	< 0.1%

Humidity preference
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	95340
Missing (%)	88.6%
Memory size	840.6 KiB

no change	7062
more humid	2921
drier	2260

Value	Count	Frequency (%)
no change	7062	6.6%
more humid	2921	2.7%
drier	2260	2.1%
(Missing)	95340	88.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	3
Mean length	3.625926029
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	204804	52.5%
a	102402	26.3%
e	12243	3.1%
o	9983	2.6%
	9983	2.6%
h	9983	2.6%
r	7441	1.9%
c	7062	1.8%
g	7062	1.8%
m	5842	1.5%
d	5181	1.3%
i	5181	1.3%
u	2921	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	380105	97.4%
Space Separator	9983	2.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	204804	53.9%
a	102402	26.9%
e	12243	3.2%
o	9983	2.6%
h	9983	2.6%
r	7441	2.0%
c	7062	1.9%
g	7062	1.9%
m	5842	1.5%
d	5181	1.4%
i	5181	1.4%
u	2921	0.8%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	9983	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	380105	97.4%
Common	9983	2.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	204804	53.9%
a	102402	26.9%
e	12243	3.2%
o	9983	2.6%
h	9983	2.6%
r	7441	2.0%
c	7062	1.9%
g	7062	1.9%
m	5842	1.5%
d	5181	1.4%
i	5181	1.4%
u	2921	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
	9983	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	390088	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	204804	52.5%
a	102402	26.3%
e	12243	3.1%
o	9983	2.6%
	9983	2.6%
h	9983	2.6%
r	7441	1.9%
c	7062	1.8%
g	7062	1.8%
m	5842	1.5%
d	5181	1.3%
i	5181	1.3%
u	2921	0.7%

Humidity sensation
Real number (ℝ)

MISSING
ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	95043
Missing (%)	88.3%
Infinite	0
Infinite (%)	0.0%

Mean	0.09649122807
Minimum	-3
Maximum	3
Zeros	6483
Zeros (%)	6.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	-3
5-th percentile	-2
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	3
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.061068775
Coefficient of variation (CV)	10.99653094
Kurtosis	1.148239568
Mean	0.09649122807
Median Absolute Deviation (MAD)	0
Skewness	-0.131524309
Sum	1210
Variance	1.125866944
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	6483	6.0%
1	2366	2.2%
-1	1757	1.6%
2	924	0.9%
-2	535	0.5%
-3	267	0.2%
3	208	0.2%
(Missing)	95043	88.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3	267	0.2%
-2	535	0.5%
-1	1757	1.6%
0	6483	6.0%
1	2366	2.2%
2	924	0.9%
3	208	0.2%

Value	Count	Frequency (%)
3	208	0.2%
2	924	0.9%
1	2366	2.2%
0	6483	6.0%
-1	1757	1.6%
-2	535	0.5%
-3	267	0.2%

Air velocity (m/s)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	338
Distinct (%)	0.4%
Missing	17691
Missing (%)	16.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.1753839051
Minimum	0
Maximum	56.17
Zeros	2747
Zeros (%)	2.6%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01
Q1	0.04
median	0.09
Q3	0.19
95-th percentile	0.6
Maximum	56.17
Range	56.17
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.4059372752
Coefficient of variation (CV)	2.314564012
Kurtosis	7890.088212
Mean	0.1753839051
Median Absolute Deviation (MAD)	0.06
Skewness	60.75293798
Sum	15765.61
Variance	0.1647850714
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	7234	6.7%
0.1	6819	6.3%
0.05	5589	5.2%
0.04	5289	4.9%
0.02	4997	4.6%
0.01	4651	4.3%
0.06	4247	3.9%
0.08	4002	3.7%
0.07	3824	3.6%
0.09	3421	3.2%
0.2	2944	2.7%
0	2747	2.6%
0.11	2669	2.5%
0.12	2544	2.4%
0.13	1918	1.8%
0.14	1682	1.6%
0.15	1677	1.6%
0.3	1454	1.4%
0.16	1268	1.2%
0.18	1136	1.1%
0.17	1049	1.0%
0.4	970	0.9%
0.19	826	0.8%
0.25	774	0.7%
0.22	755	0.7%
Other values (313)	15406	14.3%
(Missing)	17691	16.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2747	2.6%
0.01	4651	4.3%
0.02	4997	4.6%
0.03	7234	6.7%
0.04	5289	4.9%
0.05	5589	5.2%
0.06	4247	3.9%
0.07	3824	3.6%
0.08	4002	3.7%
0.09	3421	3.2%

Value	Count	Frequency (%)
56.17	1	< 0.1%
55.47	1	< 0.1%
8	1	< 0.1%
7.48	1	< 0.1%
7.37	1	< 0.1%
7.31	1	< 0.1%
7.13	1	< 0.1%
7.07	1	< 0.1%
7	1	< 0.1%
6.54	2	< 0.1%

Air velocity (fpm)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	4326
Distinct (%)	4.8%
Missing	17702
Missing (%)	16.5%
Infinite	0
Infinite (%)	0.0%

Mean	34.40683348
Minimum	0
Maximum	11056.41
Zeros	2147
Zeros (%)	2.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1.97
Q1	7.87
median	17.72
Q3	37.4
95-th percentile	118.11
Maximum	11056.41
Range	11056.41
Interquartile range (IQR)	29.53

Descriptive statistics

Standard deviation	79.63016568
Coefficient of variation (CV)	2.314370653
Kurtosis	7999.69748
Mean	34.40683348
Median Absolute Deviation (MAD)	11.81
Skewness	61.31706545
Sum	3092520.6
Variance	6340.963285
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.69	5438	5.1%
9.84	4248	3.9%
7.87	3876	3.6%
5.91	3456	3.2%
3.94	3154	2.9%
11.81	2878	2.7%
1.97	2862	2.7%
15.75	2705	2.5%
39.37	2658	2.5%
17.72	2315	2.2%
13.78	2264	2.1%
0	2147	2.0%
21.65	1882	1.7%
23.62	1723	1.6%
59.06	1275	1.2%
25.59	1165	1.1%
29.53	1156	1.1%
5.1	1112	1.0%
27.56	1081	1.0%
31.5	849	0.8%
78.74	839	0.8%
35.43	629	0.6%
33.46	620	0.6%
49.21	602	0.6%
6.1	600	0.6%
Other values (4301)	38347	35.6%
(Missing)	17702	16.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2147	2.0%
0.04	1	< 0.1%
0.05	12	< 0.1%
0.06	14	< 0.1%
0.07	7	< 0.1%
0.08	30	< 0.1%
0.09	4	< 0.1%
0.1	19	< 0.1%
0.14	1	< 0.1%
0.16	3	< 0.1%

Value	Count	Frequency (%)
11056.41	1	< 0.1%
10918.61	1	< 0.1%
1574.8	1	< 0.1%
1465.15	1	< 0.1%
1450.9	1	< 0.1%
1439.48	1	< 0.1%
1402.9	1	< 0.1%
1391.56	1	< 0.1%
1377.95	1	< 0.1%
1287.4	2	< 0.1%

Velocity_h (m/s)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	188
Distinct (%)	0.9%
Missing	85604
Missing (%)	79.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.198809773
Minimum	0
Maximum	6.54
Zeros	359
Zeros (%)	0.3%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02
Q1	0.07
median	0.12
Q3	0.25
95-th percentile	0.58
Maximum	6.54
Range	6.54
Interquartile range (IQR)	0.18

Descriptive statistics

Standard deviation	0.2478921113
Coefficient of variation (CV)	1.246880913
Kurtosis	115.4346853
Mean	0.198809773
Median Absolute Deviation (MAD)	0.07
Skewness	7.137589754
Sum	4369.64
Variance	0.06145049885
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	1196	1.1%
0.06	1092	1.0%
0.08	998	0.9%
0.11	995	0.9%
0.05	987	0.9%
0.09	963	0.9%
0.07	928	0.9%
0.12	881	0.8%
0.14	713	0.7%
0.02	712	0.7%
0.13	706	0.7%
0.04	702	0.7%
0.03	655	0.6%
0.15	650	0.6%
0.01	576	0.5%
0.2	504	0.5%
0.16	484	0.4%
0.18	408	0.4%
0.21	405	0.4%
0	359	0.3%
0.19	338	0.3%
0.17	334	0.3%
0.28	304	0.3%
0.3	286	0.3%
0.26	279	0.3%
Other values (163)	5524	5.1%
(Missing)	85604	79.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	359	0.3%
0.01	576	0.5%
0.02	712	0.7%
0.03	655	0.6%
0.04	702	0.7%
0.05	987	0.9%
0.06	1092	1.0%
0.07	928	0.9%
0.08	998	0.9%
0.09	963	0.9%

Value	Count	Frequency (%)
6.54	2	< 0.1%
5.64	3	< 0.1%
5.38	2	< 0.1%
5.28	1	< 0.1%
4.26	1	< 0.1%
3.44	1	< 0.1%
3.42	1	< 0.1%
3.1	3	< 0.1%
2.94	2	< 0.1%
2.87	1	< 0.1%

Velocity_h (fpm)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	909
Distinct (%)	4.1%
Missing	85604
Missing (%)	79.6%
Infinite	0
Infinite (%)	0.0%

Mean	38.99217071
Minimum	0
Maximum	1287.4
Zeros	359
Zeros (%)	0.3%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2.95
Q1	13.78
median	24.3
Q3	49.21
95-th percentile	114.17
Maximum	1287.4
Range	1287.4
Interquartile range (IQR)	35.43

Descriptive statistics

Standard deviation	48.81116491
Coefficient of variation (CV)	1.251819635
Kurtosis	115.3781763
Mean	38.99217071
Median Absolute Deviation (MAD)	14.46
Skewness	7.134308119
Sum	857008.92
Variance	2382.52982
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.81	618	0.6%
9.84	531	0.5%
3.94	474	0.4%
1.97	431	0.4%
5.91	423	0.4%
19.69	419	0.4%
21.65	416	0.4%
7.87	387	0.4%
0	359	0.3%
13.78	355	0.3%
17.72	353	0.3%
15.75	343	0.3%
23.62	282	0.3%
19.7	267	0.2%
2.95	234	0.2%
4.92	204	0.2%
8.86	204	0.2%
29.55	200	0.2%
25.59	191	0.2%
6.89	181	0.2%
14.76	180	0.2%
12.8	180	0.2%
10.83	175	0.2%
39.4	171	0.2%
16.73	163	0.2%
Other values (884)	14238	13.2%
(Missing)	85604	79.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	359	0.3%
0.98	143	0.1%
1.08	1	< 0.1%
1.97	431	0.4%
2.36	1	< 0.1%
2.95	234	0.2%
3.15	1	< 0.1%
3.54	1	< 0.1%
3.94	474	0.4%
4.33	1	< 0.1%

Value	Count	Frequency (%)
1287.4	2	< 0.1%
1110.24	3	< 0.1%
1059.06	2	< 0.1%
1039.37	1	< 0.1%
838.58	1	< 0.1%
677.17	1	< 0.1%
673.23	1	< 0.1%
610.24	3	< 0.1%
578.74	2	< 0.1%
565.39	1	< 0.1%

Velocity_m (m/s)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	239
Distinct (%)	0.8%
Missing	79263
Missing (%)	73.7%
Infinite	0
Infinite (%)	0.0%

Mean	0.1690331921
Minimum	0
Maximum	29.81
Zeros	712
Zeros (%)	0.7%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01
Q1	0.05
median	0.1
Q3	0.19
95-th percentile	0.52
Maximum	29.81
Range	29.81
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.3161104907
Coefficient of variation (CV)	1.870108981
Kurtosis	2812.03848
Mean	0.1690331921
Median Absolute Deviation (MAD)	0.06
Skewness	34.44913019
Sum	4787.02
Variance	0.09992584232
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	3036	2.8%
0.1	1623	1.5%
0.06	1468	1.4%
0.05	1418	1.3%
0.08	1316	1.2%
0.11	1303	1.2%
0.07	1281	1.2%
0.04	1108	1.0%
0.09	1081	1.0%
0.12	1056	1.0%
0.15	893	0.8%
0.13	860	0.8%
0.02	821	0.8%
0.14	783	0.7%
0.01	779	0.7%
0	712	0.7%
0.16	605	0.6%
0.18	599	0.6%
0.17	481	0.4%
0.2	430	0.4%
0.21	376	0.3%
0.22	356	0.3%
0.19	332	0.3%
0.28	308	0.3%
0.23	297	0.3%
Other values (214)	4998	4.6%
(Missing)	79263	73.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	712	0.7%
0.01	779	0.7%
0.02	821	0.8%
0.03	3036	2.8%
0.04	1108	1.0%
0.05	1418	1.3%
0.06	1468	1.4%
0.07	1281	1.2%
0.08	1316	1.2%
0.09	1081	1.0%

Value	Count	Frequency (%)
29.81	1	< 0.1%
8.06	1	< 0.1%
7.48	1	< 0.1%
7.37	1	< 0.1%
7.31	1	< 0.1%
7.13	1	< 0.1%
7.07	1	< 0.1%
5.83	1	< 0.1%
4.93	1	< 0.1%
4.78	2	< 0.1%

Velocity_m (fpm)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	2591
Distinct (%)	9.1%
Missing	79263
Missing (%)	73.7%
Infinite	0
Infinite (%)	0.0%

Mean	33.23105826
Minimum	0
Maximum	5867.2
Zeros	394
Zeros (%)	0.4%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2.82
Q1	9.84
median	19.7
Q3	36.61
95-th percentile	102.76
Maximum	5867.2
Range	5867.2
Interquartile range (IQR)	26.77

Descriptive statistics

Standard deviation	62.24680246
Coefficient of variation (CV)	1.873151375
Kurtosis	2806.947068
Mean	33.23105826
Median Absolute Deviation (MAD)	11.83
Skewness	34.41103723
Sum	941103.57
Variance	3874.664417
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.1	1112	1.0%
19.69	847	0.8%
21.65	713	0.7%
11.81	609	0.6%
15.75	604	0.6%
6.1	593	0.6%
23.62	590	0.5%
9.84	588	0.5%
5.3	508	0.5%
17.72	503	0.5%
25.59	492	0.5%
13.78	482	0.4%
29.53	454	0.4%
5.91	434	0.4%
27.56	414	0.4%
7.87	401	0.4%
0	394	0.4%
1.97	373	0.3%
19.7	356	0.3%
3.94	339	0.3%
31.5	297	0.3%
35.43	248	0.2%
13.79	243	0.2%
33.46	242	0.2%
11.82	231	0.2%
Other values (2566)	16253	15.1%
(Missing)	79263	73.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	394	0.4%
0.04	1	< 0.1%
0.05	12	< 0.1%
0.06	14	< 0.1%
0.07	7	< 0.1%
0.08	30	< 0.1%
0.09	4	< 0.1%
0.1	19	< 0.1%
0.14	1	< 0.1%
0.18	6	< 0.1%

Value	Count	Frequency (%)
5867.2	1	< 0.1%
1587.6	1	< 0.1%
1472.62	1	< 0.1%
1452	1	< 0.1%
1440.57	1	< 0.1%
1403.97	1	< 0.1%
1392.62	1	< 0.1%
1147.7	1	< 0.1%
971.25	1	< 0.1%
942.19	1	< 0.1%

Velocity_l (m/s)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	114
Distinct (%)	1.1%
Missing	97331
Missing (%)	90.5%
Infinite	0
Infinite (%)	0.0%

Mean	0.1402204448
Minimum	0
Maximum	2.8
Zeros	338
Zeros (%)	0.3%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01
Q1	0.05
median	0.1
Q3	0.16
95-th percentile	0.48
Maximum	2.8
Range	2.8
Interquartile range (IQR)	0.11

Descriptive statistics

Standard deviation	0.1550365702
Coefficient of variation (CV)	1.105663089
Kurtosis	19.70131354
Mean	0.1402204448
Median Absolute Deviation (MAD)	0.05
Skewness	3.228160159
Sum	1437.54
Variance	0.02403633809
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05	806	0.7%
0.06	734	0.7%
0.1	709	0.7%
0.07	608	0.6%
0.08	555	0.5%
0.04	481	0.4%
0.11	479	0.4%
0.09	478	0.4%
0.13	387	0.4%
0.12	378	0.4%
0.01	364	0.3%
0.03	359	0.3%
0.02	358	0.3%
0	338	0.3%
0.15	282	0.3%
0.14	277	0.3%
0.16	206	0.2%
0.2	195	0.2%
0.17	159	0.1%
0.18	155	0.1%
0.19	154	0.1%
0.21	116	0.1%
0.25	113	0.1%
0.23	100	0.1%
0.22	88	0.1%
Other values (89)	1373	1.3%
(Missing)	97331	90.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	338	0.3%
0.01	364	0.3%
0.02	358	0.3%
0.03	359	0.3%
0.04	481	0.4%
0.05	806	0.7%
0.06	734	0.7%
0.07	608	0.6%
0.08	555	0.5%
0.09	478	0.4%

Value	Count	Frequency (%)
2.8	1	< 0.1%
2	1	< 0.1%
1.55	1	< 0.1%
1.51	1	< 0.1%
1.47	1	< 0.1%
1.4	1	< 0.1%
1.3	1	< 0.1%
1.28	1	< 0.1%
1.27	2	< 0.1%
1.24	1	< 0.1%

Velocity_l (fpm)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	495
Distinct (%)	4.8%
Missing	97331
Missing (%)	90.5%
Infinite	0
Infinite (%)	0.0%

Mean	27.5719723
Minimum	0
Maximum	551.6
Zeros	338
Zeros (%)	0.3%
Memory size	840.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1.97
Q1	10.04
median	18.9
Q3	31.5
95-th percentile	94.5215
Maximum	551.6
Range	551.6
Interquartile range (IQR)	21.46

Descriptive statistics

Standard deviation	30.54385595
Coefficient of variation (CV)	1.107786401
Kurtosis	19.70444765
Mean	27.5719723
Median Absolute Deviation (MAD)	9.06
Skewness	3.229884089
Sum	282667.86
Variance	932.9271361
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.97	363	0.3%
3.94	354	0.3%
0	338	0.3%
5.91	329	0.3%
19.7	318	0.3%
9.84	306	0.3%
21.65	256	0.2%
11.81	255	0.2%
7.87	246	0.2%
13.78	238	0.2%
19.69	181	0.2%
15.75	179	0.2%
17.72	179	0.2%
25.59	134	0.1%
23.62	133	0.1%
27.56	119	0.1%
9.85	106	0.1%
29.53	106	0.1%
39.4	100	0.1%
25.61	81	0.1%
29.55	76	0.1%
15.76	74	0.1%
78.8	68	0.1%
11.82	68	0.1%
49.25	67	0.1%
Other values (470)	5578	5.2%
(Missing)	97331	90.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	338	0.3%
1.97	363	0.3%
2.17	1	< 0.1%
2.95	1	< 0.1%
3.46	1	< 0.1%
3.74	1	< 0.1%
3.94	354	0.3%
4.2	1	< 0.1%
4.97	3	< 0.1%
5.63	1	< 0.1%

Value	Count	Frequency (%)
551.6	1	< 0.1%
394	1	< 0.1%
305.12	1	< 0.1%
297.24	1	< 0.1%
289.59	1	< 0.1%
275.8	1	< 0.1%
256.1	1	< 0.1%
252.16	1	< 0.1%
250.39	1	< 0.1%
250.19	1	< 0.1%

Subject«s height (cm)
Real number (ℝ_≥0)

MISSING

Distinct	107
Distinct (%)	0.5%
Missing	87230
Missing (%)	81.1%
Infinite	0
Infinite (%)	0.0%

Mean	167.1548519
Minimum	99.1
Maximum	210
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	99.1
5-th percentile	152.4
Q1	160
median	167
Q3	173
95-th percentile	182.9
Maximum	210
Range	110.9
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.445020181
Coefficient of variation (CV)	0.05650461279
Kurtosis	0.3033140863
Mean	167.1548519
Median Absolute Deviation (MAD)	7
Skewness	0.04055267357
Sum	3402102.7
Variance	89.20840622
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160	1645	1.5%
167.6	1079	1.0%
170	957	0.9%
162.6	815	0.8%
165.1	787	0.7%
170.2	782	0.7%
172.7	758	0.7%
165	707	0.7%
157.5	695	0.6%
175	585	0.5%
180	584	0.5%
167	559	0.5%
175.3	508	0.5%
152.4	446	0.4%
168	430	0.4%
180.3	426	0.4%
163	413	0.4%
172	405	0.4%
162	397	0.4%
182.9	391	0.4%
158	358	0.3%
177.8	357	0.3%
155	352	0.3%
173	348	0.3%
156	324	0.3%
Other values (82)	5245	4.9%
(Missing)	87230	81.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
99.1	1	< 0.1%
110	2	< 0.1%
120	2	< 0.1%
121.9	3	< 0.1%
124.5	4	< 0.1%
127	1	< 0.1%
128	1	< 0.1%
130	1	< 0.1%
132	1	< 0.1%
132.1	4	< 0.1%

Value	Count	Frequency (%)
210	3	< 0.1%
205.7	1	< 0.1%
203.2	4	< 0.1%
200.7	2	< 0.1%
198.1	4	< 0.1%
198	1	< 0.1%
197	3	< 0.1%
196	10	< 0.1%
195.6	4	< 0.1%
195	6	< 0.1%

Subject«s weight (kg)
Real number (ℝ_≥0)

MISSING

Distinct	134
Distinct (%)	0.5%
Missing	82921
Missing (%)	77.1%
Infinite	0
Infinite (%)	0.0%

Mean	65.21978347
Minimum	24
Maximum	150
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	24
5-th percentile	47
Q1	55
median	64
Q3	73
95-th percentile	90
Maximum	150
Range	126
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	12.88379092
Coefficient of variation (CV)	0.1975442148
Kurtosis	0.5519602504
Mean	65.21978347
Median Absolute Deviation (MAD)	9
Skewness	0.6304577039
Sum	1608450.3
Variance	165.9920684
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	1740	1.6%
65	1641	1.5%
70	1492	1.4%
55	1092	1.0%
50	1044	1.0%
75	935	0.9%
68	850	0.8%
62	848	0.8%
58	817	0.8%
80	791	0.7%
72	743	0.7%
52	663	0.6%
56	613	0.6%
63	603	0.6%
78	517	0.5%
64	496	0.5%
53	488	0.5%
54	475	0.4%
90	459	0.4%
48	418	0.4%
45	414	0.4%
57	405	0.4%
67	403	0.4%
85	389	0.4%
69	358	0.3%
Other values (109)	5968	5.5%
(Missing)	82921	77.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
24	1	< 0.1%
33	1	< 0.1%
34	1	< 0.1%
35	21	< 0.1%
36	9	< 0.1%
37	10	< 0.1%
38	23	< 0.1%
39	17	< 0.1%
40	102	0.1%
40.5	1	< 0.1%

Value	Count	Frequency (%)
150	1	< 0.1%
130	8	< 0.1%
128	6	< 0.1%
126	1	< 0.1%
120	1	< 0.1%
118	1	< 0.1%
116	5	< 0.1%
115	6	< 0.1%
114	1	< 0.1%
113	1	< 0.1%

Blind (curtain)
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	101848
Missing (%)	94.7%
Memory size	840.6 KiB

1	3072
0	2663
(Missing)	101848

Common Values
Chart

Value	Count	Frequency (%)
1	3072	2.9%
0	2663	2.5%
(Missing)	101848	94.7%

Fan
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	94397
Missing (%)	87.7%
Memory size	840.6 KiB

0	6962
1	6224
(Missing)	94397

Common Values
Chart

Value	Count	Frequency (%)
0	6962	6.5%
1	6224	5.8%
(Missing)	94397	87.7%

Window
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	85504
Missing (%)	79.5%
Memory size	840.6 KiB

0	13275
1	8804
(Missing)	85504

Common Values
Chart

Value	Count	Frequency (%)
0	13275	12.3%
1	8804	8.2%
(Missing)	85504	79.5%

Door
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	96453
Missing (%)	89.7%
Memory size	840.6 KiB

0	7155
1	3975
(Missing)	96453

Common Values
Chart

Value	Count	Frequency (%)
0	7155	6.7%
1	3975	3.7%
(Missing)	96453	89.7%

Heater
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	99245
Missing (%)	92.2%
Memory size	840.6 KiB

1	4225
0	4113
(Missing)	99245

Common Values
Chart

Value	Count	Frequency (%)
1	4225	3.9%
0	4113	3.8%
(Missing)	99245	92.2%

Outdoor monthly air temperature (¡C)
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	456
Distinct (%)	0.6%
Missing	28245
Missing (%)	26.3%
Infinite	0
Infinite (%)	0.0%

Mean	17.4398132
Minimum	-18.4
Maximum	45.1
Zeros	25
Zeros (%)	< 0.1%
Memory size	840.6 KiB

Quantile statistics

Minimum	-18.4
5-th percentile	4
Q1	10
median	17.1
Q3	25
95-th percentile	31.6
Maximum	45.1
Range	63.5
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.936356935
Coefficient of variation (CV)	0.5697513395
Kurtosis	-0.275496273
Mean	17.4398132
Median Absolute Deviation (MAD)	7.1
Skewness	-0.1728727352
Sum	1383639.9
Variance	98.73118913
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	11602	10.8%
16	9589	8.9%
17.1	2530	2.4%
23	2459	2.3%
25	1950	1.8%
22	1908	1.8%
13	1876	1.7%
21.6	1709	1.6%
30.8	1685	1.6%
28	1614	1.5%
27	1604	1.5%
24	1558	1.4%
26	1496	1.4%
19	1482	1.4%
18	1419	1.3%
38.1	1383	1.3%
10	1284	1.2%
29.5	1198	1.1%
13.2	1144	1.1%
16.1	1143	1.1%
18.5	1008	0.9%
30.9	1002	0.9%
29.7	928	0.9%
30.4	792	0.7%
18.3	785	0.7%
Other values (431)	24190	22.5%
(Missing)	28245	26.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-18.4	120	0.1%
-16.8	6	< 0.1%
-15	120	0.1%
-13.2	6	< 0.1%
-13	6	< 0.1%
-12.9	6	< 0.1%
-12.7	9	< 0.1%
-12.6	18	< 0.1%
-12.3	3	< 0.1%
-12	6	< 0.1%

Value	Count	Frequency (%)
45.1	1	< 0.1%
43.6	3	< 0.1%
43.1	4	< 0.1%
43	2	< 0.1%
42.8	1	< 0.1%
42.3	1	< 0.1%
41.9	2	< 0.1%
41.7	4	< 0.1%
41.6	2	< 0.1%
41.5	2	< 0.1%

Outdoor monthly air temperature (¡F)
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	728
Distinct (%)	0.9%
Missing	28247
Missing (%)	26.3%
Infinite	0
Infinite (%)	0.0%

Mean	63.38353837
Minimum	-1.1
Maximum	113.1
Zeros	0
Zeros (%)	0.0%
Memory size	840.6 KiB

Quantile statistics

Minimum	-1.1
5-th percentile	39
Q1	50
median	62.7
Q3	77
95-th percentile	88.9
Maximum	113.1
Range	114.2
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	17.92584014
Coefficient of variation (CV)	0.2828153902
Kurtosis	-0.2847726404
Mean	63.38353837
Median Absolute Deviation (MAD)	12.7
Skewness	-0.1816810596
Sum	5028596.4
Variance	321.3357446
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	11513	10.7%
61	10600	9.9%
62.7	2493	2.3%
73.4	2436	2.3%
77	1945	1.8%
72	1719	1.6%
70.9	1694	1.6%
87.4	1673	1.6%
80.6	1604	1.5%
82.4	1602	1.5%
66.2	1470	1.4%
64.4	1412	1.3%
79	1372	1.3%
50	1281	1.2%
100.5	1239	1.2%
85.1	1189	1.1%
55.8	1101	1.0%
55.4	1072	1.0%
65.3	990	0.9%
87.6	980	0.9%
85.5	921	0.9%
55	839	0.8%
75.2	799	0.7%
86.7	785	0.7%
64.9	783	0.7%
Other values (703)	25824	24.0%
(Missing)	28247	26.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.1	120	0.1%
1.8	6	< 0.1%
5	120	0.1%
8.2	6	< 0.1%
8.6	6	< 0.1%
8.7	6	< 0.1%
9.1	9	< 0.1%
9.3	18	< 0.1%
9.8	3	< 0.1%
10.4	6	< 0.1%

Value	Count	Frequency (%)
113.1	1	< 0.1%
110.4	3	< 0.1%
109.6	3	< 0.1%
109.5	1	< 0.1%
109.3	2	< 0.1%
109.1	1	< 0.1%
108.1	1	< 0.1%
107.4	2	< 0.1%
107	4	< 0.1%
106.9	2	< 0.1%

Database
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	840.6 KiB

Database 2	81967
Database 1	25616

Value	Count	Frequency (%)
Database 2	81967	76.2%
Database 1	25616	23.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	322749	30.0%
D	107583	10.0%
t	107583	10.0%
b	107583	10.0%
s	107583	10.0%
e	107583	10.0%
	107583	10.0%
2	81967	7.6%
1	25616	2.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	753081	70.0%
Uppercase Letter	107583	10.0%
Space Separator	107583	10.0%
Decimal Number	107583	10.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	107583	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	322749	42.9%
t	107583	14.3%
b	107583	14.3%
s	107583	14.3%
e	107583	14.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	107583	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	81967	76.2%
1	25616	23.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	860664	80.0%
Common	215166	20.0%

Most frequent Latin characters

Value	Count	Frequency (%)
a	322749	37.5%
D	107583	12.5%
t	107583	12.5%
b	107583	12.5%
s	107583	12.5%
e	107583	12.5%

Most frequent Common characters

Value	Count	Frequency (%)
	107583	50.0%
2	81967	38.1%
1	25616	11.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1075830	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	322749	30.0%
D	107583	10.0%
t	107583	10.0%
b	107583	10.0%
s	107583	10.0%
e	107583	10.0%
	107583	10.0%
2	81967	7.6%
1	25616	2.4%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	Publication (Citation)	Data contributor	Year	Season	Koppen climate classification	Climate	City	Country	Building type	Cooling startegy_building level	Cooling startegy_operation mode for MM buildings	Heating strategy_building level	Age	Sex	Thermal sensation	Thermal sensation acceptability	Thermal preference	Air movement acceptability	Air movement preference	Thermal comfort	PMV	PPD	SET	Clo	Met	activity_10	activity_20	activity_30	activity_60	Air temperature (¡C)	Air temperature (¡F)	Ta_h (¡C)	Ta_h (¡F)	Ta_m (¡C)	Ta_m (¡F)	Ta_l (¡C)	Ta_l (¡F)	Operative temperature (¡C)	Operative temperature (¡F)	Radiant temperature (¡C)	Radiant temperature (¡F)	Globe temperature (¡C)	Globe temperature (¡F)	Tg_h (¡C)	Tg_h (¡F)	Tg_m (¡C)	Tg_m (¡F)	Tg_l (¡C)	Tg_l (¡F)	Relative humidity (%)	Humidity preference	Humidity sensation	Air velocity (m/s)	Air velocity (fpm)	Velocity_h (m/s)	Velocity_h (fpm)	Velocity_m (m/s)	Velocity_m (fpm)	Velocity_l (m/s)	Velocity_l (fpm)	Subject«s height (cm)	Subject«s weight (kg)	Blind (curtain)	Fan	Window	Door	Heater	Outdoor monthly air temperature (¡C)	Outdoor monthly air temperature (¡F)	Database
0	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	15.0	Female	-0.5	1.0	warmer	1.0	no change	5	NaN	NaN	NaN	0.25	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	162.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
1	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	15.0	Female	-2.1	1.0	no change	1.0	no change	5	NaN	NaN	NaN	0.25	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	154.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
2	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	15.0	Male	0.5	1.0	no change	1.0	more	6	NaN	NaN	NaN	0.27	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	173.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
3	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	14.0	Female	-2.5	0.0	no change	1.0	less	4	NaN	NaN	NaN	0.23	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	167.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
4	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	15.0	Male	-0.5	1.0	no change	1.0	no change	6	NaN	NaN	NaN	0.34	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	178.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
5	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	14.0	Female	1.0	1.0	no change	0.0	no change	1	NaN	NaN	NaN	0.23	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
6	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	15.0	Male	-1.0	1.0	no change	1.0	no change	5	NaN	NaN	NaN	0.27	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	164.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
7	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	15.0	Female	-1.5	1.0	no change	1.0	no change	4	NaN	NaN	NaN	0.43	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	150.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
8	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	14.0	Female	-3.0	0.0	cooler	1.0	no change	3	NaN	NaN	NaN	0.30	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	157.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2
9	Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.	Kwok Alison	2000.0	Summer	Cfa	Humid subtropical	Tokyo	Japan	Classroom	Air Conditioned	NaN	NaN	13.0	Male	0.0	1.0	no change	1.0	more	5	NaN	NaN	NaN	0.27	NaN	NaN	NaN	NaN	NaN	24.2	75.6	24.2	75.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	75.2	24.0	75.2	NaN	NaN	NaN	NaN	50.2	NaN	NaN	0.06	11.81	NaN	NaN	NaN	NaN	NaN	NaN	174.0	NaN	NaN	NaN	NaN	NaN	NaN	25.0	77.0	Database 2

Last rows

	Publication (Citation)	Data contributor	Year	Season	Koppen climate classification	Climate	City	Country	Building type	Cooling startegy_building level	Cooling startegy_operation mode for MM buildings	Heating strategy_building level	Age	Sex	Thermal sensation	Thermal sensation acceptability	Thermal preference	Air movement acceptability	Air movement preference	Thermal comfort	PMV	PPD	SET	Clo	Met	activity_10	activity_20	activity_30	activity_60	Air temperature (¡C)	Air temperature (¡F)	Ta_h (¡C)	Ta_h (¡F)	Ta_m (¡C)	Ta_m (¡F)	Ta_l (¡C)	Ta_l (¡F)	Operative temperature (¡C)	Operative temperature (¡F)	Radiant temperature (¡C)	Radiant temperature (¡F)	Globe temperature (¡C)	Globe temperature (¡F)	Tg_h (¡C)	Tg_h (¡F)	Tg_m (¡C)	Tg_m (¡F)	Tg_l (¡C)	Tg_l (¡F)	Relative humidity (%)	Humidity preference	Humidity sensation	Air velocity (m/s)	Air velocity (fpm)	Velocity_h (m/s)	Velocity_h (fpm)	Velocity_m (m/s)	Velocity_m (fpm)	Velocity_l (m/s)	Velocity_l (fpm)	Subject«s height (cm)	Subject«s weight (kg)	Blind (curtain)	Fan	Window	Door	Heater	Outdoor monthly air temperature (¡C)	Outdoor monthly air temperature (¡F)	Database
107573	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	15.0	Female	-0.5	1.0	warmer	NaN	no change	6	NaN	NaN	NaN	0.56	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107574	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	16.0	Male	-0.1	1.0	no change	NaN	more	5	NaN	NaN	NaN	0.44	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107575	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	16.0	Female	-1.0	1.0	no change	NaN	more	5	NaN	NaN	NaN	0.25	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107576	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	16.0	Male	0.0	1.0	no change	NaN	no change	5	NaN	NaN	NaN	0.46	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107577	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	15.0	Female	-0.5	1.0	no change	NaN	no change	4	NaN	NaN	NaN	0.63	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107578	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	17.0	Female	-2.1	1.0	no change	NaN	more	5	NaN	NaN	NaN	0.59	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107579	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	15.0	Female	-0.5	1.0	no change	NaN	no change	5	NaN	NaN	NaN	0.44	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107580	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	16.0	Female	-1.0	1.0	no change	NaN	more	5	NaN	NaN	NaN	0.37	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107581	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	16.0	Male	1.0	1.0	cooler	NaN	no change	4	NaN	NaN	NaN	0.80	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1
107582	Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.	Alison Kwok	1996.0	Winter	As	Tropical dry savanna	Honolulu	USA	Classroom	Air Conditioned	NaN	NaN	16.0	Female	0.6	1.0	cooler	NaN	more	5	NaN	NaN	NaN	0.29	1.2	NaN	NaN	NaN	NaN	NaN	NaN	22.2	71.9	NaN	NaN	NaN	NaN	22.1	71.9	NaN	NaN	22.1	71.8	22.1	71.8	NaN	NaN	NaN	NaN	67.4	NaN	NaN	NaN	NaN	0.14	27.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Database 1

Overview

Variables

Most occurring characters

Most occurring categories

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Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

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Most occurring scripts

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Most occurring blocks

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Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Connector Punctuation characters

Most frequent Other Symbol characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters